Neural Networks for Pattern Recognition

Authors:
Christopher M. Bishop
Affiliations:
-
Venue:
Neural Networks for Pattern Recognition
Year:
1995

Citing 0
Cited 1852

Marr's theory of the neocortex as a self-organizing neural network

Neural Computation
Recognising Simple Behaviours Using Time-Delay RBF Networks

Neural Processing Letters
Representing Probabilistic Rules with Networks of GaussianBasis Functions

Machine Learning
Controlling hidden layer capacity through lateral connections

Neural Computation
Online learning in radial basis function networks

Neural Computation
Adaptive Probabilistic Networks with Hidden Variables

Machine Learning - Special issue on learning with probabilistic representations
A Hierarchical Latent Variable Model for Data Visualization

IEEE Transactions on Pattern Analysis and Machine Intelligence
Partial Classification: The Benefit of Deferred Decision

IEEE Transactions on Pattern Analysis and Machine Intelligence
GTM: the generative topographic mapping

Neural Computation
Toward optimally distributed computation

Neural Computation
Issues in Bayesian analysis of neural network models

Neural Computation
Bayesian Q-learning

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Bayesian radial basis functions of variable dimension

Neural Computation
Learning to Recognize and Grasp Objects

Machine Learning - Special issue on learning in autonomous robots
Classification by Density Intersection

Neural Processing Letters
Bayesian Approaches to Gaussian Mixture Modeling

IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Extraction From Wavelet Coefficients for Pattern Recognition Tasks

IEEE Transactions on Pattern Analysis and Machine Intelligence
Probability density estimation using entropy maximization

Neural Computation
A unifying review of linear Gaussian models

Neural Computation
Mixtures of probabilistic principal component analyzers

Neural Computation
The Two-Point Correlation Function: A Measure of Interclass Separability

Journal of Mathematical Imaging and Vision
Neural Short-Term Prediction Based on Dynamics Reconstruction

Neural Processing Letters
No free lunch for early stopping

Neural Computation
Efficient exploration for optimizing immediate reward

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
An integrated system for multi-rover scientific exploration

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Parametric Hidden Markov Models for Gesture Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Least Squares Support Vector Machine Classifiers

Neural Processing Letters
Comparison of approximate methods for handling hyperparameters

Neural Computation
Structure learning in conditional probability models via an entropic prior and parameter extinction

Neural Computation
Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Linear Combination of Neural Networks for Improving Classification Performance

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Noise-Adaptive Discriminant Function and Its Application to Blurred Machine-Printed Kanji Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Biologically-Inspired On-Chip Learning in Pulsed Neural Networks

Analog Integrated Circuits and Signal Processing - Special issue on Learning on Silicon
A Multistrategy Approach to Classifier Learning from Time Series

Machine Learning - Special issue on multistrategy learning
Ant algorithms for discrete optimization

Artificial Life
Empirical Data Modeling in Software Engineering Using Radial Basis Functions

IEEE Transactions on Software Engineering
Towards an estimation aid for nuclear power plant refueling operations

IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

Machine Learning
Morphable Surface Models

International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Mode-Finding for Mixtures of Gaussian Distributions

IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Low-Level Vision

International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Probabilistic Modeling and Recognition of 3-D Objects

International Journal of Computer Vision
A Unified Model for Probabilistic Principal Surfaces

IEEE Transactions on Pattern Analysis and Machine Intelligence
Soft Margins for AdaBoost

Machine Learning
Intelligent Data Analysis for Protein Disorder Prediction

Artificial Intelligence Review - Issues on the application of data mining
Neural Networks in Non-Euclidean Spaces

Neural Processing Letters
Knowledge Incorporation into Neural Networks From Fuzzy Rules

Neural Processing Letters
Basic research for coloring multichannel MRI data

Proceedings of the conference on Visualization '00
Mutual Information Theory for Adaptive Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence
Finite-Sample Convergence Properties of the LVQ1 Algorithm and the Batch LVQ1 Algorithm

Neural Processing Letters
Learning with Nearest Neighbour Classifiers

Neural Processing Letters
Generalizations of the Hamming Associative Memory

Neural Processing Letters
A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data

IEEE Transactions on Pattern Analysis and Machine Intelligence
Minimum-Entropy Data Partitioning Using Reversible Jump Markov Chain Monte Carlo

IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition

IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Information Theoretic Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Theoretical Study on Six Classifier Fusion Strategies

IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence
Hidden Markov models for modeling and recognizing gesture under variation

Hidden Markov models
Generative probability density model in the self-organizing map

Self-Organizing neural networks
Unsupervised and supervised learning in radial-basis-function networks

Self-Organizing neural networks
Lazy learning: a logical method for supervised learning

New learning paradigms in soft computing
Stochastic Neural Computation I: Computational Elements

IEEE Transactions on Computers
Stochastic Neural Computation II: Soft Competitive Learning

IEEE Transactions on Computers
Hatching by example: a statistical approach

NPAR '02 Proceedings of the 2nd international symposium on Non-photorealistic animation and rendering
Patenting evolved batericidal peptides

Creative evolutionary systems
Active Object Recognition: Looking for Differences

International Journal of Computer Vision - Special issue: Research at McGill University
Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison

Neural Processing Letters
Hierarchical GTM: Constructing Localized Nonlinear Projection Manifolds in a Principled Way

IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Gender with Support Faces

IEEE Transactions on Pattern Analysis and Machine Intelligence
Conceptual Spaces for Computer Vision Representations

Artificial Intelligence Review
Automatic classification in product catalogs

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Combining pairwise sequence similarity and support vector machines for remote protein homology detection

Proceedings of the sixth annual international conference on Computational biology
Detection of Ectopic Beats in the Electrocardiogram Using an Auto-Associative Neural Network

Neural Processing Letters
Intrinsic Dimension Estimation of Data: An Approach Based on Grassberger–Procaccia's Algorithm

Neural Processing Letters
Trainable videorealistic speech animation

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Light field mapping: efficient representation and hardware rendering of surface light fields

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Motion texture: a two-level statistical model for character motion synthesis

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Interactive motion generation from examples

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A Family of Canonical Correlation Networks

Neural Processing Letters
Fault Diagnosis of Analog Circuits Using Bayesian Neural Networks with Wavelet Transform as Preprocessor

Journal of Electronic Testing: Theory and Applications
Using Unlabelled Data to Train a Multilayer Perceptron

Neural Processing Letters
Neural Network Method for Solving Partial Differential Equations

Neural Processing Letters
Toward V&V of neural network based controllers

WOSS '02 Proceedings of the first workshop on Self-healing systems
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation

Natural Computing: an international journal
Model complexity control and statisticallearning theory

Natural Computing: an international journal
Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data

Machine Learning - Special issue: Unsupervised learning
A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles

Machine Learning - Special issue: Unsupervised learning
Alternatives to the k-means algorithm that find better clusterings

Proceedings of the eleventh international conference on Information and knowledge management
Improving the performance of radial basis function classifiers in condition monitoring and fault diagnosis applications where ‘unknown’ faults may occur

Pattern Recognition Letters
Learning style translation for the lines of a drawing

ACM Transactions on Graphics (TOG)
A Neural Network Diagnosis Approach for Analog Circuits

Applied Intelligence
Progress in Intelligent Data Analysis

Applied Intelligence
Planning and Control in Artificial Intelligence: A Unifying Perspective

Applied Intelligence
Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning

Applied Intelligence
Learning to Recognize and Grasp Objects

Autonomous Robots
Statistical Learning for Humanoid Robots

Autonomous Robots
Inductive Programming

Automated Software Engineering
A Tutorial on Support Vector Machines for Pattern Recognition

Data Mining and Knowledge Discovery
The Role of Occam‘s Razor in Knowledge Discovery

Data Mining and Knowledge Discovery
RainForest—A Framework for Fast Decision Tree Construction of Large Datasets

Data Mining and Knowledge Discovery
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning

Data Mining and Knowledge Discovery
Techniques of Cluster Algorithms in Data Mining

Data Mining and Knowledge Discovery
Bayesian Methods for Efficient Genetic Programming

Genetic Programming and Evolvable Machines
Explanatory Analysis of the Metabolome Using Genetic Programming of Simple, Interpretable Rules

Genetic Programming and Evolvable Machines
Evolvable Reasoning Hardware: Its Prototyping and Performance Evaluation

Genetic Programming and Evolvable Machines
Computerised Auto-Scoring System Based Upon Feature Extraction and Neural Network Technologies

Journal of Intelligent and Robotic Systems
Pattern Classification by Linear Goal Programming and its Extensions

Journal of Global Optimization
Bayesian Model Estimation and Selection for Epipolar Geometry and Generic Manifold Fitting

International Journal of Computer Vision
Hill-Climbing, Density-Based Clustering and Equiprobabilistic Topographic Maps

Journal of VLSI Signal Processing Systems
Neural Network Modelling with Input Uncertainty: Theory and Application

Journal of VLSI Signal Processing Systems
Maximum a Posteriori Estimation of Coupled Hidden Markov Models

Journal of VLSI Signal Processing Systems
A Clustering Method Using Hierarchical Self-Organizing Maps

Journal of VLSI Signal Processing Systems
Bump hunting in high-dimensional data

Statistics and Computing
Metric-Based Methods for Adaptive Model Selection and Regularization

Machine Learning
Structural Modelling with Sparse Kernels

Machine Learning
Decision Region Connectivity Analysis: A Method for Analyzing High-Dimensional Classifiers

Machine Learning
Radial basis function networks in A+

APL '02 Proceedings of the 2002 conference on APL: array processing languages: lore, problems, and applications
Intelligent weather monitoring systems using connectionist models

Neural, Parallel & Scientific Computations
Problems in pattern classification in high domensional spaces: behavior of a class of combined neuro-fuzzy classifiers

Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000
Fuzzy logic and meteorological variables: a case study of solar irradiance

Fuzzy Sets and Systems
Online Fingerprint Template Improvement

IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatically characterizing large scale program behavior

Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
A new approach to identify big rocks with applications to the mining industry

Real-Time Imaging
Input Multiplexing in Artificial Neurons Employing Stochastic Arithmetic

Neural Processing Letters
Multiclass LS-SVMs: Moderated Outputs and Coding-Decoding Schemes

Neural Processing Letters
SpikeCell: a deterministic spiking neuron

Neural Networks
A feed-forward network for input that is both categorical and quantitative

Neural Networks
On-line learning in changing environments with applications in supervised and unsupervised learning

Neural Networks - Computational models of neuromodulation
AANN: an alternative to GMM for pattern recognition

Neural Networks
A general framework for neural network models on censored survival data

Neural Networks
A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections

Journal of Intelligent Information Systems
A review of evidence of health benefit from artificial neural networks in medical intervention

Neural Networks
Hybrid independent component analysis by adaptive LUT activation function neurons

Neural Networks
Response to the comments by J. Larsen and L.K. Hansen for Rivals, I., & Personnaz, L. (2000): construction of confidence intervals for neural networks based on least squares estimation

Neural Networks
Information processing in dendrites-I.: input pattern generalisation

Neural Networks
An approach to guaranteeing generalisation in neural networks

Neural Networks
Improvement on Higher-Order Neural Networks for Invariant Object Recognition

Neural Processing Letters
Hybrid Feedforward Neural Networks for Solving Classification Problems

Neural Processing Letters
Associative Neural Network

Neural Processing Letters
Neural computing increases robot adaptivity

Natural Computing: an international journal
Fault Diagnosis of Nonlinear Analog Circuits Using Neural Networks with Wavelet and Fourier Transforms as Preprocessors

Journal of Electronic Testing: Theory and Applications
Strategies for Parallel Data Mining

IEEE Concurrency
An Attempt for Coloring Multichannel MR Imaging Data

IEEE Transactions on Visualization and Computer Graphics
Dynamics Modeling and Culling

IEEE Computer Graphics and Applications
Data Categorization Using Decision Trellises

IEEE Transactions on Knowledge and Data Engineering
Pattern Discovery by Residual Analysis and Recursive Partitioning

IEEE Transactions on Knowledge and Data Engineering
Combining Belief Networks and Neural Networks for Scene Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence
Estimating the Intrinsic Dimension of Data with a Fractal-Based Method

IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy

IEEE Transactions on Pattern Analysis and Machine Intelligence
No Bayesians in foxholes

IEEE Expert: Intelligent Systems and Their Applications
Multifocus image fusion using artificial neural networks

Pattern Recognition Letters
Face recognition with one training image per person

Pattern Recognition Letters
Autonomous in situ training of classification modules in real-time vision systems and its application to pedestrian recognition

Pattern Recognition Letters
Feature selection with neural networks

Pattern Recognition Letters
Bayesian learning and evolutionary parameter optimization

AI Communications - Special issue on KI-2001
Predicting project delivery rates using the Naive-Bayes classifier

Journal of Software Maintenance: Research and Practice
A global optimum approach for one-layer neural networks

Neural Computation
MLP in layer-wise form with applications to weight decay

Neural Computation
Slow feature analysis: unsupervised learning of invariances

Neural Computation
Neural networks with local receptive fields and superlinear VC Dimension

Neural Computation
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel fisher discriminant analysis

Neural Computation
Neural network pruning with Tukey-Kramer multiple comparison procedure

Neural Computation
Products of Gaussians and probabilistic minor component analysis

Neural Computation
Extracting regression rules from neural networks

Neural Networks
A Monte Carlo EM Approach for partially observable diffusion processes: theory and applications to neural networks

Neural Computation
Fast curvature matrix-vector products for second-order gradient descent

Neural Computation
Latent class models for classification

Computational Statistics & Data Analysis
An unsupervised ensemble learning method for nonlinear dynamic state-space models

Neural Computation
On the problem in model selection of neural network regression in overrealizable scenario

Neural Computation
Rough set methods in feature selection and recognition

Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining
Classifying inventory using an artificial neural network approach

Computers and Industrial Engineering
Learning-based linguistic indexing of pictures with 2--d MHMMs

Proceedings of the tenth ACM international conference on Multimedia
Optimal short-term population coding: when fisher information fails

Neural Computation
A new discriminative kernel from probabilistic models

Neural Computation
Impacts of verification on a numeral string recognition system

Pattern Recognition Letters - Special issue: Sibgrapi 2001
Baby ears: a recognition system for affective vocalizations

Speech Communication
Using novelty detection to identify abnormalities caused by mean shifts in bivariate processes

Computers and Industrial Engineering
Constructing Facial Identity Surfaces for Recognition

International Journal of Computer Vision
Learning to play strong poker

Machines that learn to play games
Coarse to Fine Face Detection Based on Skin Color Adaption

ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
A Variational Approach to Recovering a Manifold from Sample Points

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Learning to Parse Pictures of People

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Evaluating Image Segmentation Algorithms Using the Pareto Front

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Towards Real-Time Cue Integration by Using Partial Results

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Classification on Data with Biased Class Distribution

EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Building Committees by Clustering Models Based on Pairwise Similarity Values

EMCL '01 Proceedings of the 12th European Conference on Machine Learning
The Use of Domain Knowledge in Feature Construction for Financial Time Series Prediction

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Finding Golf Courses: The Ultra High Tech Approach

Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
Model-Based Graphics Recognition

GREC '99 Selected Papers from the Third International Workshop on Graphics Recognition, Recent Advances
A Symbol Classifier Able to Reject Wrong Shapes for Document Recognition Systems

GREC '99 Selected Papers from the Third International Workshop on Graphics Recognition, Recent Advances
Experimental Evaluation of a Trainable Scribble Recognizer for Calligraphic Interfaces

GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
Solving Nonlinear Differential Equations by a Neural Network Method

ICCS '01 Proceedings of the International Conference on Computational Science-Part II
ALEC: An Adaptive Learning Framework for Optimizing Artificial Neural Networks

ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Genetic Algorithm Visualization Using Self-organizing Maps

PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Evolved RBF Networks for Time-Series Forecasting and Function Approximation

PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Observational Logic Integrates Data Mining Based on Statistics and Neural Networks

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
A Bayesian Regularization Method for the Probabilistic RBF Network

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Piecewise Neural Networks for Function Approximation, Cast in a Form Suitable for Parallel Computation

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Projection Pursuit Fitting Gaussian Mixture Models

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Asymmetric Gaussian and Its Application to Pattern Recognition

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Gabor Wavelet Networks for Object Representation

Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
Multiple Comparison Procedures for Determining the Optimal Complexity of a Model

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Classifier's Complexity Control while Training Multilayer Perceptrons

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Hybrid System for the Recognition of Hand-Written Characters

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Framework for Classifier Fusion: Is It Still Needed?

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Ensembles of Learning Machines

WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring

WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
A Simple Connectionist Approach to Language Understanding in a Dialogue System

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Empirical Performance Assessment of Nonlinear Model Selection Techniques

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Rule Extraction from Radial Basis Function Networks by Using Support Vectors

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Protein Sequences Classification Using Modular RBF Neural Networks

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
EigenGait: Motion-Based Recognition of People Using Image Self-Similarity

AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
User Authentication via Neural Network

AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Boosting Naive Bayes for Claim Fraud Diagnosis

DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Empirical Evaluation of Local Search Methods for Adapting Planning Policies in a Stochastic Environment

ECAI '00 Proceedings of the Workshop on Local Search for Planning and Scheduling-Revised Papers
Flexible Control of Case-Based Prediction in the Framework of Possibility Theory

EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
A Dynamic Approach to Reducing Dialog in On-Line Decision Guides

EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Risk Analysis Using Perceptions and Quadratic Programming

Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
A Neural Approach to Compression of Hyperspectral Remote Sensing Imagery

Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
'Virtual Keyboard' Controlled by Spontaneous EEG Activity

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Kernel Based Image Classification

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Improvement of Cluster Detection and Labeling Neural Network by Introducing Elliptical Basis Function

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Using Directional Curvatures to Visualize Folding Patterns of the GTM Projection Manifolds

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Using Document Features to Optimize Web Cache

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Online Approximations for Wind-Field Models

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mixtures of Independent Component Analysers

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Applying Machine Learning to Solve an Estimation Problem in Software Inspections

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
High Precision Measurement of Fuel Density Profiles in Nuclear Fusion Plasmas

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Extraction of Fuzzy Rules Using Sensibility Analysis in a Neural Network

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Robust Unsupervised Competitive Neural Network by Local Competitive Signals

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Kernel Canonical Correlation Analysis and Least Squares Support Vector Machines

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A Mirror Neuron System for Syntax Acquisition

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Analyzing Purchase Data by a Neural Net Extension of the Multinomial Logit Model

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Fast Curvature Matrix-Vector Products

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Neural Learning Invariant to Network Size Changes

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A New Neural Implementation of Exploratory Projection Pursuit

IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
The Multilevel Classification Problem and a Monotonicity Hint

IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
"Left Shoulder" Detection in Korea Composite Stock Price Index Using an Auto-Associative Neural Network

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Practical Consideration on Generalization Property of Natural Gradient Learning

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
STAR - Sparsity through Automated Rejection

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Evolving RBF Neural Networks

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
An Artificial Neural Network for 3D Localization of Brainstem Functional Lesions

ISMDA '02 Proceedings of the Third International Symposium on Medical Data Analysis
Microcalcification Detection Using a Kernel Bayes Classifier

ISMDA '02 Proceedings of the Third International Symposium on Medical Data Analysis
Model Selection for Two View Geometry: A Review

Shape, Contour and Grouping in Computer Vision
Pattern Recognition by Invariant Reference Points

RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Feature Subset Selection by Neuro-rough Hybridization

RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Adaptive Boosting for Spatial Functions with Unstable Driving Attributes

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Learning Matrix Space Image Representations

EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
MAP MRF Joint Segmentation and Registration

MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
Level-Set Based Carotid Artery Segmentation for Stenosis Grading

MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Multi-modal Image Registration by Minimising Kullback-Leibler Distance

MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
A Clustering Technique for the Identification of Piecewise Affine Systems

HSCC '01 Proceedings of the 4th International Workshop on Hybrid Systems: Computation and Control
Fast Independent Component Analysis in Kernel Feature Spaces

SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
Network Optimization through Learning and Pruning in Neuromanifold

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Automatic Parameter Estimation for a Context-Independent Speech Segmentation Algorithm

TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Support Vector Machines with Embedded Reject Option

SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Kernel Whitening for One-Class Classification

SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
A Fast SVM Training Algorithm

SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
MLPs and Mixture Models for the Estimation of the Posterior Probabilities of Class Membership

TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
Fast and Robust Features for Prosodic Classification

TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit

AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Pattern Recognition and Neural Networks

Machine Learning and Its Applications, Advanced Lectures
Gesture Recognition for Visually Mediated Interaction

GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Real-Time Gesture Recognition by Means of Hybrid Recognizers

GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction
Object Classification Using Simple, Colour Based Visual Attention and a Hierarchical Neural Network for Neuro-symbolic Integration

KI '99 Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
Bayesian Learning and Evolutionary Parameter Optimization

KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
Augmenting Supervised Neural Classifier Training Using a Corpus of Unlabeled Data

KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Dynamic Pricing of Information Products Based on Reinforcement Learning: A Yield-Management Approach

KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Axiom - A Modular Visual Object Retrieval System

KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Feedforward Neural Networks in Reinforcement Learning Applied to High-Dimensional Motor Control

ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Structuring Neural Networks through Bidirectional Clustering of Weights

DS '02 Proceedings of the 5th International Conference on Discovery Science
Model Complexity and Algorithm Selection in Classification

DS '02 Proceedings of the 5th International Conference on Discovery Science
Computational Characteristics of Law Discovery Using Neural Networks

DS '98 Proceedings of the First International Conference on Discovery Science
Discovery of a Set of Nominally Conditioned Polynomials

DS '99 Proceedings of the Second International Conference on Discovery Science
Normal Form Transformation for Object Recognition Based on Support Vector Machines

DS '99 Proceedings of the Second International Conference on Discovery Science
Discovering Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables

Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Pump Failure Detection Using Support Vector Data Descriptions

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
A Method for Temporal Knowledge Conversion

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A Learning Method of Feature Selection for Rough Classification

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Self-Organizing Decomposition of Functions in the Context of a Unified Framework for Multiple Classifier Systems

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Application of Multiple Classifier Techniques to Subband Speaker Identification with an HMM/ANN System

MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Post-processing of Classifier Outputs in Multiple Classifier Systems

MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
On Combining One-Class Classifiers for Image Database Retrieval

MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach

MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Parallel Predictor Generation

Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Classification of Facial Images Using Gaussian Mixture Models

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An Adaptive Index Structure for High-Dimensional Similarity Search

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Expression Inference - Genetic Symbolic Classification Integrated with Non-linear Coefficient Optimisation

AISC '02/Calculemus '02 Proceedings of the Joint International Conferences on Artificial Intelligence, Automated Reasoning, and Symbolic Computation
An Extensible Agent Architecture for a Competitive Market-Based Allocation of Consumer Attention Space

AAMAS '02 Revised Papers from the Workshop on Agent Mediated Electronic Commerce on Agent-Mediated Electronic Commerce IV, Designing Mechanisms and Systems
RBF Networks Exploiting Supervised Data in the Adaptation of Hidden Neuron Parameters

AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Unsupervised Parameterisation of Gaussian Mixture Models

CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Invariant Reference Points Methodology and Applications

CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Non-retrieval: Blocking Pornographic Images

CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Positioning of Flexible Boom Structure Using Neural Networks

CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates

BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Skin Patch Detection in Real-World Images

Proceedings of the 24th DAGM Symposium on Pattern Recognition
New Lower Bounds for Statistical Query Learning

COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
Radial Basis Function Neural Networks Have Superlinear VC Dimension

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
When Can Two Unsupervised Learners Achieve PAC Separation?

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
New Lower Bounds for Statistical Query Learning

COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
Minimum-Entropy Data Clustering Using Reversible Jump Markov Chain Monte Carlo

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Quantifying the Resilience of Inductive Classification Algorithms

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Feature Extraction and Selection in Tool Condition Monitoring System

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Probabilistic Approach to High-Resolution Sleep Analysis

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A Measure of Noise Immunity for Functional Networks

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Global Feedforward Neural Network Learning for Classification and Regression

EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Optimizing a Multiple Classifier System

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
A Nonlinearized Discriminant Analysis and Its Application to Speech Impediment Therapy

TSD '01 Proceedings of the 4th International Conference on Text, Speech and Dialogue
Classifying web usage behavior in the workplace: an artificial neural network approach

Managing web usage in the workplace
Cross-language information retrieval: experiments based on CLEF 2000 corpora

Information Processing and Management: an International Journal
On the complexity of computing and learning with multiplicative neural networks

Neural Computation
A sequential pruning strategy for the selection of the number of states in hidden Markov models

Pattern Recognition Letters
Modeling drivers' speech under stress

Speech Communication - Special issue on speech and emotion
Extracting Interpretable Fuzzy Rules from RBF Networks

Neural Processing Letters
Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches

Neural Processing Letters
Visual development and the acquisition of motion velocity sensitivities

Neural Computation
Circuit power estimation using pattern recognition techniques

Proceedings of the 2002 IEEE/ACM international conference on Computer-aided design
A performance assessment of Bayesian networks as a predictor of breast cancer survival

Second international workshop on Intelligent systems design and application
Neurocomputing based Canadian weather analysis

Second international workshop on Intelligent systems design and application
A neuro-fuzzy system for ash property prediction

Second international workshop on Intelligent systems design and application
Performance analysis of connectionist paradigms for modeling chaotic behavior of stock indices

Second international workshop on Intelligent systems design and application
Mining heterogeneous gene expression data with time lagged recurrent neural networks

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Applications of the self-organising map to reinforcement learning

Neural Networks - New developments in self-organizing maps
Analysis of Tikhonov regularization for function approximation by neural networks

Neural Networks
On different facets of regularization theory

Neural Computation
Efficient multi-agent path planning

Proceedings of the Eurographic workshop on Computer animation and simulation
Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces

IEEE Transactions on Pattern Analysis and Machine Intelligence
Data perturbation for escaping local maxima in learning

Eighteenth national conference on Artificial intelligence
Extended isomap for pattern classification

Eighteenth national conference on Artificial intelligence
A POMDP formulation of preference elicitation problems

Eighteenth national conference on Artificial intelligence
Shape dimension and intrinsic metric from samples of manifolds with high co-dimension

Proceedings of the nineteenth annual symposium on Computational geometry
Data mining tasks and methods: Classification: Bayesian classification

Handbook of data mining and knowledge discovery
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Neural networks and the financial markets
A machine learning approach to modeling scope preferences

Computational Linguistics
Clustering ensembles of neural network models

Neural Networks
Adaptive separation of acoustic sources for anechoic conditions: a constrained frequency domain approach

Speech Communication - Special issue on speech processing for hearing aids
Cancer classification using gene expression data

Information Systems - Special issue: Data management in bioinformatics
Complexity of perceptron recognition for a class of geometric patterns

Theoretical Computer Science
Clinical gait analysis by neural networks: issues and experiences

CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Nonlinear PHMMs for the Interpretation of Parameterized Gesture

CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Classification Based Similarity Metric for 3D Image Retrieval

CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Sequential Bayesian decoding with a population of neurons

Neural Computation
Unsupervised Learning of Human Motion

IEEE Transactions on Pattern Analysis and Machine Intelligence
Class Conditional Density Estimation Using Mixtures with Constrained Component Sharing

IEEE Transactions on Pattern Analysis and Machine Intelligence
RBF neural networks for classification using new Kernel functions

Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
A neuro-fuzzy framework for predicting ash properties in combustion processes

Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Modeling chaotic behavior of stock indices using intelligent paradigms

Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Comparison of model selection for regression

Neural Computation
Online adaptive fuzzy neural identification and control of nonlinear dynamic systems

Autonomous robotic systems
Bayesian kernel methods

Advanced lectures on machine learning
An introduction to boosting and leveraging

Advanced lectures on machine learning
ANN modelling of the dynamic non-linear behaviour of concrete towers subjected to base excitation

ICAAICSE '01 Proceedings of the sixth international conference on Application of artificial intelligence to civil & structural engineering
Prediction of workability of concrete incorporating metakaolin and PFA using neural networks

ICAAICSE '01 Proceedings of the sixth international conference on Application of artificial intelligence to civil & structural engineering
Variational Bayesian learning of ICA with missing data

Neural Computation
A data-driven reflectance model

ACM SIGGRAPH 2003 Papers
Nonlinear optimization framework for image-based modeling on programmable graphics hardware

ACM SIGGRAPH 2003 Papers
Intelligent systems: architectures and perspectives

Recent advances in intelligent paradigms and applications
Optimizing intelligent agent's constraint satisfaction with neural networks

Recent advances in intelligent paradigms and applications
Proof running two state-of-the-art pattern recognition techniques in the field of direct marketing

Enterprise information systems IV
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ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Radial basis function neural networks for nonlinear Fisher discrimination and Neyman—Pearson classification

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Intrinsic generalization analysis of low dimensional representations

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Evolving efficient learning algorithms for binary mappings

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Automatic basis selection techniques for RBF networks

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Face Recognition Based on Fitting a 3D Morphable Model

IEEE Transactions on Pattern Analysis and Machine Intelligence
Java-Based Internet Biometric Authentication System

IEEE Transactions on Pattern Analysis and Machine Intelligence
Agent Paradigm in Clinical Large-Scale Data Mining Environment

ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
Bayesian trigonometric support vector classifier

Neural Computation
Dependency networks for inference, collaborative filtering, and data visualization

The Journal of Machine Learning Research
Sparse bayesian learning and the relevance vector machine

The Journal of Machine Learning Research
Bayes point machines

The Journal of Machine Learning Research
Uniform object generation for optimizing one-class classifiers

The Journal of Machine Learning Research
The subspace information criterion for infinite dimensional hypothesis spaces

The Journal of Machine Learning Research
Benefitting from the variables that variable selection discards

The Journal of Machine Learning Research
Feature extraction by non parametric mutual information maximization

The Journal of Machine Learning Research
Logistic regression and artificial neural network classification models: a methodology review

Journal of Biomedical Informatics
Task clustering and gating for bayesian multitask learning

The Journal of Machine Learning Research
Large-Scale Computational Modeling of Genetic Regulatory Networks

Artificial Intelligence Review
A People-Counting System Using a Hybrid RBF Neural Network

Neural Processing Letters
On the Kernel Widths in Radial-Basis Function Networks

Neural Processing Letters
Improving Bayesian Regularization of ANN via Pre-training with Early-Stopping

Neural Processing Letters
Machine Learning for Computer Graphics: A Manifesto and Tutorial

PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Facial asymmetry quantification for expression invariant human identification

Computer Vision and Image Understanding - Special issue on Face recognition
Noise-tolerant speech recognition: the SNN-TA approach

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Spoken language analysis, modeling and recognition-statistical and adaptive connectionist approaches
Similarity analysis on government regulations

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A mid-level representation framework for semantic sports video analysis

MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Using neural networks to predict workability of concrete incorporating metakaolin and fly ash

Advances in Engineering Software - Civil-comp 2001
Novelty detection: a review—part 2: neural network based approaches

Signal Processing
Benchmarking Least Squares Support Vector Machine Classifiers

Machine Learning
Support Vector Data Description

Machine Learning
Neural Edge Enhancer for Supervised Edge Enhancement from Noisy Images

IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptation in Statistical Pattern Recognition Using Tangent Vectors

IEEE Transactions on Pattern Analysis and Machine Intelligence
Spectral Grouping Using the Nyström Method

IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Machine Learning for Estimating the Defect Content After an Inspection

IEEE Transactions on Software Engineering
A unified framework for alignment and correspondence

Computer Vision and Image Understanding
Content-based analysis for video from snooker broadcasts

Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Semantic-Friendly Indexing and Quering of Images Based on the Extraction of the Objective Semantic Cues

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Web cache optimization with nonlinear model using object features

Computer Networks: The International Journal of Computer and Telecommunications Networking
A unified framework for model-based clustering

The Journal of Machine Learning Research
A generative model for separating illumination and reflectance from images

The Journal of Machine Learning Research
Polynomial harmonic GMDH learning networks for time series modeling

Neural Networks
Converting general nonlinear programming problems into separable programming problems with feedforward neural networks

Neural Networks
Various robust search methods in a Hungarian speech recognition system

Acta Cybernetica
Robust DNA microarray image analysis

Machine Vision and Applications
Design synthesis knowledge and inductive machine learning

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Ensemble modelling or selecting the best model: Many could be better than one

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Effective neural LUM smoother for image smoothing applications

Machine Graphics & Vision International Journal
SVM approximation for real-time image segmentation by using an improved hyperrectangles-based method

Real-Time Imaging
AutoBayes: a system for generating data analysis programs from statistical models

Journal of Functional Programming
Optimal Ordered Problem Solver

Machine Learning
Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation

Management Science
Estimating focus of attention based on gaze and sound

Proceedings of the 2001 workshop on Perceptive user interfaces
A Case Study of Applying Boosting Naive Bayes to Claim Fraud Diagnosis

IEEE Transactions on Knowledge and Data Engineering
Dynamic modelling of a single-link flexible manipulator: parametric and non-parametric approaches

Robotica
An example-based approach to human body manipulation

Graphical Models
Off-line localisation of a mobile robot using ultrasonic measurements

Robotica
Training multi layer perceptron network using a genetic algorithm as a global optimizer

Metaheuristics
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit

Data Mining and Knowledge Discovery
Hierarchy, priors and wavelets: structure and signal modelling using ICA

Signal Processing - Special issue on independent components analysis and beyond
Distance measures for PCA-based face recognition

Pattern Recognition Letters
Benchmarking a Reduced Multivariate Polynomial Pattern Classifier

IEEE Transactions on Pattern Analysis and Machine Intelligence
Results in statistical discriminant analysis: a review of the former Soviet union literature

Journal of Multivariate Analysis
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information

Journal of VLSI Signal Processing Systems
SINBAD automation of scientific discovery: From factor analysis to theory synthesis

Natural Computing: an international journal
Learning Perceptrons and Piecewise Linear Classifiers Sensitive to Example Dependent Costs

Applied Intelligence
A neural network model with bounded-weights for pattern classification

Computers and Operations Research
A high performance k-NN approach using binary neural networks

Neural Networks
Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression

Neural Computation
Artificial Immune Recognition System (AIRS): An Immune-Inspired Supervised Learning Algorithm

Genetic Programming and Evolvable Machines
Incremental neural network construction by using correlation as cost function

Design and application of hybrid intelligent systems
A GA-based neural network weight optimization technique for semi-supervised classifier learning

Design and application of hybrid intelligent systems
A cluster ensembles framework

Design and application of hybrid intelligent systems
Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces

The Journal of Machine Learning Research
Improving generalization capabilities of dynamic neural networks

Neural Computation
Information geometry of U-Boost and Bregman divergence

Neural Computation
A tutorial on support vector regression

Statistics and Computing
Structuring and Querying Documents in an Audio Database Management System

Multimedia Tools and Applications
Column-generation boosting methods for mixture of kernels

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to track 3D human motion from silhouettes

ICML '04 Proceedings of the twenty-first international conference on Machine learning
Links between perceptrons, MLPs and SVMs

ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning and evaluating classifiers under sample selection bias

ICML '04 Proceedings of the twenty-first international conference on Machine learning
The feasibility of supporting large-scale live streaming applications with dynamic application end-points

Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Style-based inverse kinematics

ACM SIGGRAPH 2004 Papers
Neural learning methods yielding functional invariance

Theoretical Computer Science
Enhanced (PC)2 A for face recognition with one training image per person

Pattern Recognition Letters
Classification of MCA Stenosis in Diabetes by MLP and RBF Neural Network

Journal of Medical Systems
An approach for constructing complex discriminating surfaces based on Bayesian interference of the maximum entropy

Information Sciences: an International Journal - Special issue: Information technology
Unified probabilistic models for face recognition from a single example image per person

Journal of Computer Science and Technology
Effects of Classifier Structures and Training Regimes on Integrated Segmentation and Recognition of Handwritten Numeral Strings

IEEE Transactions on Pattern Analysis and Machine Intelligence
Mining Online Deal Forums for Hot Deals

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Credit rating analysis with support vector machines and neural networks: a market comparative study

Decision Support Systems - Special issue: Data mining for financial decision making
Classification of the Frequency of Carotid Artery Stenosis with MLP and RBF Neural Networks in Patients with Coroner Artery Disease

Journal of Medical Systems
A Survey of Outlier Detection Methodologies

Artificial Intelligence Review
Spontaneous organisation, pattern models, and music

Organised Sound
Simulation optimization: simulation-based optimization

Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Obstacle Detection and Terrain Classification for Autonomous Off-Road Navigation

Autonomous Robots
Qualitatively faithful quantitative prediction

Artificial Intelligence
Easing the Transition Between Multiple Trackers

ISMAR '04 Proceedings of the 3rd IEEE/ACM International Symposium on Mixed and Augmented Reality
Brain-actuated interaction

Artificial Intelligence
Assessment of the effectiveness of support vector machines for hyperspectral data

Future Generation Computer Systems - Special issue: Geocomputation
A generative model for separating illumination and reflectance from images

The Journal of Machine Learning Research
Neural networks in astronomy

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Outlier detection in scatterometer data: neural network approaches

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Improved system for object detection and star/galaxy classification via local subspace analysis

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Neural adaptive stereo matching

Pattern Recognition Letters
Modeling of growing networks with directional attachment and communities

Neural Networks
Fingerprint verification by fusion of optical and capacitive sensors

Pattern Recognition Letters
Anti-matter detection: particle physics model for KDD Cup 2004

ACM SIGKDD Explorations Newsletter
Protein matching with custom neural network objective functions

ACM SIGKDD Explorations Newsletter
Learning Hidden Variable Networks: The Information Bottleneck Approach

The Journal of Machine Learning Research
Concept extraction from legal cases: the use of a statistic of coincidence

ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Fast Recognition of Musical Genres Using RBF Networks

IEEE Transactions on Knowledge and Data Engineering
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets

IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian neural networks for nonlinear time series forecasting

Statistics and Computing
Telephone speech recognition via the combination of knowledge sources in a segmental speech model

Acta Cybernetica
An e-government information architecture for regulation analysis and compliance assistance

ICEC '04 Proceedings of the 6th international conference on Electronic commerce
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish

Pattern Recognition Letters
A Novel Kernel Method for Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Recognition in Solar Images

Artificial Intelligence Review
Intrusion detection using an ensemble of intelligent paradigms

Journal of Network and Computer Applications - Special issue on computational intelligence on the internet
Chained DLS-ICBP Neural Networks with Multiple Steps Time Series Prediction

Neural Processing Letters
Data Fusion in Radial Basis Function Networks for Spatial Regression

Neural Processing Letters
Generating decision regions in analog measurement spaces

GLSVLSI '05 Proceedings of the 15th ACM Great Lakes symposium on VLSI
A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Preliminary Study on Negative Correlation Learning via Correlation-Corrected Data (NCCD)

Neural Processing Letters
Pattern recognition using type-II fuzzy sets

Information Sciences—Informatics and Computer Science: An International Journal
The accuracy of a procedural approach to specifying feedforward neural networks for forecasting

Computers and Operations Research
Complex-valued neural networks for nonlinear complex principal component analysis

Neural Networks
Composite adaptive control with locally weighted statistical learning

Neural Networks
Case based imprecision estimates for Bayes classifiers with the Bayesian bootstrap

Machine Learning
Variable selection and ranking for analyzing automobile traffic accident data

Proceedings of the 2005 ACM symposium on Applied computing
On Discriminative Bayesian Network Classifiers and Logistic Regression

Machine Learning
Latent Classification Models

Machine Learning
Neural network probability estimation for broad coverage parsing

EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Eigenvalue-based model selection during latent semantic indexing: Research Articles

Journal of the American Society for Information Science and Technology
Localized classification

Statistics and Computing
Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Translation Initiation Sites Prediction with Mixture Gaussian Models in Human cDNA Sequences

IEEE Transactions on Knowledge and Data Engineering
A Trained Spin-Glass Model for Grouping of Image Primitives

IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of EMG Signals Using PCA and FFT

Journal of Medical Systems
Transferable videorealistic speech animation

Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Inducing history representations for broad coverage statistical parsing

NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
A maximum entropy/minimum divergence translation model

ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind

Artificial Intelligence in Medicine
Using dual cascading learning frameworks for image indexing

VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Multi-agent reward analysis for learning in noisy domains

Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Approximating Unknown Mappings: An Experimental Evaluation

Journal of Heuristics
Incorporating background knowledge for better prediction of cycle phases

Knowledge and Information Systems
Associative Clustering for Exploring Dependencies between Functional Genomics Data Sets

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Learning the Topological Properties of Brain Tumors

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Neural networks for event extraction from time series: a back propagation algorithm approach

Future Generation Computer Systems
A maximum likelihood algorithm for the estimation and renormalization of exponential densities

Journal of Computational Physics
Utility based data mining for time series analysis: cost-sensitive learning for neural network predictors

UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
New lower bounds for statistical query learning

Journal of Computer and System Sciences - Special issue on COLT 2002
Informal prototyping of continuous graphical interactions by demonstration

Proceedings of the 18th annual ACM symposium on User interface software and technology
Inferring document similarity from hyperlinks

Proceedings of the 14th ACM international conference on Information and knowledge management
Empirical Validation of Object-Oriented Metrics on Open Source Software for Fault Prediction

IEEE Transactions on Software Engineering
Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a peer-to-peer network

Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Predicting probability distributions for surf height using an ensemble of mixture density networks

ICML '05 Proceedings of the 22nd international conference on Machine learning
Building Sparse Large Margin Classifiers

ICML '05 Proceedings of the 22nd international conference on Machine learning
Large margin non-linear embedding

ICML '05 Proceedings of the 22nd international conference on Machine learning
Symbolic time series analysis for anomaly detection: a comparative evaluation

Signal Processing
Segmenting documents by stylistic character

Natural Language Engineering
Recovering 3D Human Pose from Monocular Images

IEEE Transactions on Pattern Analysis and Machine Intelligence
Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features

IEEE Transactions on Pattern Analysis and Machine Intelligence
Text Recognition of Low-resolution Document Images

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
On-line Writer Adaptation for Handwriting Recognition using Fuzzy Inference Systems

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Recovery of a Drawing Order from Off-Line Isolated Letters Dedicated to On-Line Recognition

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Handwritten Gesture Recognition Driven by the Spatial Context of Strokes

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Continuous Tracking of User Location in WLANs Using Recurrent Neural Networks

ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters
Inferring definite-clause grammars to express multivariate time series

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Data Clustering with Partial Supervision

Data Mining and Knowledge Discovery
Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping

International Journal of Computer Vision
Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures

Neural Computation
Beyond Tracking: Modelling Activity and Understanding Behaviour

International Journal of Computer Vision
Evidence Evaluation for Bayesian Neural Networks Using Contour Monte Carlo

Neural Computation
Confidence estimation for translation prediction

CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
A Robust Information Clustering Algorithm

Neural Computation
Distinguishing paintings from photographs

Computer Vision and Image Understanding
Attention-Gated Reinforcement Learning of Internal Representations for Classification

Neural Computation
Robust Formulations for Training Multilayer Perceptrons

Neural Computation
Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC

Neural Computation
Convergent Decomposition Techniques for Training RBF Neural Networks

Neural Computation
Online Model Selection Based on the Variational Bayes

Neural Computation
Stochastic Organization of Output Codes in Multiclass Learning Problems

Neural Computation
Filtering search results using an optimal set of terms identified by an artificial neural network

Information Processing and Management: an International Journal
Neurons with Two Sites of Synaptic Integration Learn Invariant Representations

Neural Computation
Resolution-Based Complexity Control for Gaussian Mixture Models

Neural Computation
Additive Regularization Trade-Off: Fusion of Training and Validation Levels in Kernel Methods

Machine Learning
Measuring the VC-Dimension Using Optimized Experimental Design

Neural Computation
Separating Style and Content with Bilinear Models

Neural Computation
Visualizing the Function Computed by a Feedforward Neural Network

Neural Computation
Sequential Monte Carlo Methods to Train Neural Network Models

Neural Computation
Hierarchical Bayesian Models for Regularization in Sequential Learning

Neural Computation
Second-Order Learning Algorithm with Squared Penalty Term

Neural Computation
A General Probability Estimation Approach for Neural Computation

Neural Computation
A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs

Neural Computation
The Bayesian Evidence Scheme for Regularizing Probability-Density Estimating Neural Networks

Neural Computation
From Hopfield nets to recursive networks to graph machines: numerical machine learning for structured data

Theoretical Computer Science
Neural splines: exploiting parallelism for function approximation using modular neural networks

Neural, Parallel & Scientific Computations
Monte Carlo-Alternative Probabilistic Simulations for Analog Systems

ISQED '06 Proceedings of the 7th International Symposium on Quality Electronic Design
A Modified Backpropagation Training Algorithm for Feedforward Neural Networks

Neural Processing Letters
Fast Discovery and the Generalization of Strong Jumping Emerging Patterns for Building Compact and Accurate Classifiers

IEEE Transactions on Knowledge and Data Engineering
Model-based transductive learning of the kernel matrix

Machine Learning
A hierarchical evaluation methodology in speech recognition

Acta Cybernetica
Classification using a sparse combination of basis functions

Acta Cybernetica
Classifier combination schemes in speech impediment therapy systems

Acta Cybernetica
Model Selection for Unsupervised Learning of Visual Context

International Journal of Computer Vision
Robust Artificial Neural Networks for Pricing of European Options

Computational Economics
Minimum Classification Error Training for Online Handwriting Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
A neural network parser that handles sparse data

New developments in parsing technology
Using Bayes’ Rule to Model Multisensory Enhancement in the Superior Colliculus

Neural Computation
Choice and Value Flexibility Jointly Contribute to the Capacity of a Subsampled Quadratic Classifier

Neural Computation
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

ICML '06 Proceedings of the 23rd international conference on Machine learning
Kernel Predictive Linear Gaussian models for nonlinear stochastic dynamical systems

ICML '06 Proceedings of the 23rd international conference on Machine learning
Improved sign-based learning algorithm derived by the composite nonlinear Jacobi process

Journal of Computational and Applied Mathematics - Special issue: The international conference on computational methods in sciences and engineering 2004
Is 1 noun worth 2 adjectives?: measuring relative feature utility

Information Processing and Management: an International Journal
Arabic word recognition by classifiers and context

Journal of Computer Science and Technology
Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization

IEEE Transactions on Knowledge and Data Engineering
Feature Extraction Using Information-Theoretic Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Neural Network-Based Novelty Detector for Image Sequence Analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning

Neural Computation
Named entity recognition for Hungarian using various machine learning algorithms

Acta Cybernetica
Plant identification via adaptive combination of transversal filters

Signal Processing - Signal processing in UWB communications
EMPATH: A Neural Network that Categorizes Facial Expressions

Journal of Cognitive Neuroscience
Risk assessment of drilling and completion operations in petroleum wells using a monte carlo and a neural network approach

WSC '05 Proceedings of the 37th conference on Winter simulation
Connectionist computations of intuitionistic reasoning

Theoretical Computer Science
Part 2: multilayer perceptron and natural gradient learning

New Generation Computing
Home photo indexing using learned visual keywords

VIP '02 Selected papers from the 2002 Pan-Sydney workshop on Visualisation - Volume 22
Training a reciprocal-sigmoid classifier by feature scaling-space

Machine Learning
Automatic semantics extraction in law documents

ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Legal information retrieval and application to e-rulemaking

ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Vehicle classification in wireless sensor networks based on rough neural network

ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients

BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
Uncertainty quantification for porous media flows

Journal of Computational Physics - Special issue: Uncertainty quantification in simulation science
Norta and neural networks based method to generate random vectors with arbitrary marginal distributions and correlation matrix

MS'06 Proceedings of the 17th IASTED international conference on Modelling and simulation
Piecewise-Linear Neural Networks and Their Relationship to Rule Extraction from Data

Neural Computation
A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples

Journal of Biomedical Informatics
Confidence estimation for NLP applications

ACM Transactions on Speech and Language Processing (TSLP)
A Neuro-Dynamic Programming-Based Optimal Controller for Tomato Seedling Growth in Greenhouse Systems

Neural Processing Letters
Performance-driven hand-drawn animation

ACM SIGGRAPH 2006 Courses
Neural Network Techniques for Proactive Password Checking

IEEE Transactions on Dependable and Secure Computing
Aggregate features and ADABOOST for music classification

Machine Learning
Mixture density modeling, Kullback-Leibler divergence, and differential log-likelihood

Signal Processing - Special issue: Information theoretic signal processing
Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources

Signal Processing - Special issue: Information theoretic signal processing
Nonlinear optimization framework for image-based modeling on programmable graphics hardware

SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Learnt inverse kinematics for animation synthesis

Graphical Models - Special issue on the vision, video and graphics conference 2005
Using copulas in risk analysis

Proceedings of the 38th conference on Winter simulation
A neural network approach to the validation of simulation models

Proceedings of the 38th conference on Winter simulation
Discriminative training of a neural network statistical parser

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Confidence estimation for machine translation

COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Semantic role labeling via integer linear programming inference

COLING '04 Proceedings of the 20th international conference on Computational Linguistics
The vocal joystick: a voice-based human-computer interface for individuals with motor impairments

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
A process model to develop an internal rating system: sovereign credit ratings

Decision Support Systems
An efficient digital VLSI implementation of Gaussian mixture models-based classifier

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Variable projections neural network training

Mathematics and Computers in Simulation - Special issue: Applied and computational mathematics - selected papers of the fifth PanAmerican workshop - June 21-25, 2004, Tegucigalpa, Honduras
iMLP: Applying Multi-Layer Perceptrons to Interval-Valued Data

Neural Processing Letters
Identity verification through finger matching: a comparison of support vector machines and Gaussian basis functions classifiers

Pattern Recognition Letters
Walking by thinking: the brainwaves are crucial, not the muscles!

Presence: Teleoperators and Virtual Environments - Special issue: 8th annual international workshop on presence II
Movement prediction from real-world images using a liquid state machine

Applied Intelligence
Patterns Based Classifiers

World Wide Web
Near Sets. Special Theory about Nearness of Objects

Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
Spoken language classification using hybrid classifier combination

International Journal of Hybrid Intelligent Systems
First-Order Logical Neural Networks

International Journal of Hybrid Intelligent Systems - Recent developments in Hybrid Intelligent Systems
On the computational rationale for generative models

Computer Vision and Image Understanding
Decision support systems for police: lessons from the application of data mining techniques to "soft" forensic evidence

Artificial Intelligence and Law
Weather analysis using ensemble of connectionist learning paradigms

Applied Soft Computing
MASACAD: A multi-agent approach to information customization for the purpose of academic advising of students

Applied Soft Computing
Feasibility of impact-acoustic emissions for detection of damaged wheat kernels

Digital Signal Processing
Fast generalized cross-validation algorithm for sparse model learning

Neural Computation
Selective fusion of heterogeneous classifiers

Intelligent Data Analysis
SR-30 turbojet engine real-time sensor health monitoring using neural networks, and Bayesian belief networks

Applied Intelligence
Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems

Pattern Recognition
BodySpace: inferring body pose for natural control of a music player

CHI '07 Extended Abstracts on Human Factors in Computing Systems
Machine-learnt versus analytical models of TCP throughput

Computer Networks: The International Journal of Computer and Telecommunications Networking
A statistical approach to sparse multi-scale phase-based stereo

Pattern Recognition
On Harnessing the Electroencephalogram for the Musical Braincap

Computer Music Journal
Isotonic Separation

INFORMS Journal on Computing
State-Space Models: From the EM Algorithm to a Gradient Approach

Neural Computation
Excessive Noise Injection Training of Neural Networks for Markerless Tracking in Obscured and Segmented Environments

Neural Computation
Face recognition using spectral features

Pattern Recognition
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis

The Journal of Machine Learning Research
A Direct Method for Building Sparse Kernel Learning Algorithms

The Journal of Machine Learning Research
Incremental Support Vector Learning: Analysis, Implementation and Applications

The Journal of Machine Learning Research
Universal Kernels

The Journal of Machine Learning Research
Building Blocks for Variational Bayesian Learning of Latent Variable Models

The Journal of Machine Learning Research
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians

The Journal of Machine Learning Research
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters

The Journal of Machine Learning Research
On the Classification of a Small Imbalanced Cytogenetic Image Database

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Three research challenges at the intersection of machine learning, statistical induction, and systems

HOTOS'05 Proceedings of the 10th conference on Hot Topics in Operating Systems - Volume 10
Correlating instrumentation data to system states: a building block for automated diagnosis and control

OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications

IEEE Transactions on Pattern Analysis and Machine Intelligence
Predictive Modelling of Heterogeneous Sequence Collections by Topographic Ordering of Histories

Machine Learning
A self-organizing map of sigma-pi units

Neurocomputing
A two-step neural-network based algorithm for fast image super-resolution

Image and Vision Computing
Efficacy of Interferon Treatment for Chronic Hepatitis C Predicted by Feature Subset Selection and Support Vector Machine

Journal of Medical Systems
A decision network framework for the behavioral animation of virtual humans

SCA '07 Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation
Voiceless speech recognition using dynamic visual speech features

VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps

Proceedings of the 24th international conference on Machine learning
Investigating the size and value effect in determining performance of Australian listed companies: a neural network approach

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Expensive optimization, uncertain environment: an EA-based solution

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
An Action-Selection Calculus

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Application of the mutual information minimization to speaker recognition/identification improvement

Neurocomputing
Improving RBF networks performance in regression tasks by means of a supervised fuzzy clustering

Neurocomputing
A System for the Analysis of Jet Engine Vibration Data

Integrated Computer-Aided Engineering
The use of artificial neural networks to stratify the length of stay of cardiac patients based on preoperative and initial postoperative factors

Artificial Intelligence in Medicine
An informed convergence accelerator for evolutionary multiobjective optimiser

Proceedings of the 9th annual conference on Genetic and evolutionary computation
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation

Proceedings of the 9th annual conference on Genetic and evolutionary computation
Fuzzy-rough nearest neighbor algorithms in classification

Fuzzy Sets and Systems
Temporally correlated source separation using variational Bayesian learning approach

Digital Signal Processing
Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A region and gradient based active contour model and its application in boundary tracking on anal canal ultrasound images

Pattern Recognition
A SVM-based cursive character recognizer

Pattern Recognition
A neural network approach for image reconstruction in electron magnetic resonance tomography

Computers in Biology and Medicine
Variable selection by perfect sampling

EURASIP Journal on Applied Signal Processing
A scale-free distribution of false positives for a large class of audio similarity measures

Pattern Recognition
Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework

Journal of VLSI Signal Processing Systems
Annealing stochastic approximation Monte Carlo algorithm for neural network training

Machine Learning
Automatic classification of provisions in legislative texts

Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
Object recognition system-on-chip using the support vector machines

EURASIP Journal on Applied Signal Processing
Automatic hardware implementation tool for a discrete Adaboost-based decision algorithm

EURASIP Journal on Applied Signal Processing
Spatio-temporal graphical-model-based multiple facial feature tracking

EURASIP Journal on Applied Signal Processing
Estimating driving performance based on EEG spectrum analysis

EURASIP Journal on Applied Signal Processing
Learning and modeling biosignatures from tissue images

Computers in Biology and Medicine
Static topographic modeling for facial expression recognition and analysis

Computer Vision and Image Understanding
Supervised self-organizing classification of superresolution ISAR images: an anechoic chamber experiment

EURASIP Journal on Applied Signal Processing
Discovering recurrent image semantics from class discrimination

EURASIP Journal on Applied Signal Processing
Adaptive Markov random fields for example-based super-resolution of faces

EURASIP Journal on Applied Signal Processing
Expectation-maximization method for EEG-based continuous cursor control

EURASIP Journal on Applied Signal Processing
Multichannel ECG and noise modeling: application to maternal and fetal ECG signals

EURASIP Journal on Applied Signal Processing
A supervised classification algorithm for note onset detection

EURASIP Journal on Applied Signal Processing
A formal approach to score normalization for meta-search

HLT '02 Proceedings of the second international conference on Human Language Technology Research
Bearing fault detection using artificial neural networks and genetic algorithm

EURASIP Journal on Applied Signal Processing
On the determination of optimal model order for GMM-based text-independent speaker identification

EURASIP Journal on Applied Signal Processing
Profiling Web Usage in the Workplace: A Behavior-Based Artificial Intelligence Approach

Journal of Management Information Systems
A neural network ensemble method with jittered training data for time series forecasting

Information Sciences: an International Journal
Setting attribute weights for k-NN based binary classification via quadratic programming

Intelligent Data Analysis
Unsupervised multimodal processing

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Predicting water saturation using artificial neural networks (ANNS)

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Online-learning and Attention-based Approach to Obstacle Avoidance Using a Range Finder

Journal of Intelligent and Robotic Systems
Direct integration of microarrays for selecting informative genes and phenotype classification

Information Sciences: an International Journal
Classifier ensembles: Select real-world applications

Information Fusion
Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option

Information Fusion
Robust positioning system based on fingerprint approach

Proceedings of the 5th ACM international workshop on Mobility management and wireless access
Networkmd: topology inference and failure diagnosis in the last mile

Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Application of reinforcement learning to the game of Othello

Computers and Operations Research
Biometric scores fusion based on total error rate minimization

Pattern Recognition
Effective Gene Selection Method With Small Sample Sets Using Gradient-Based and Point Injection Techniques

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Finite sample effects of the fast ICA algorithm

Neurocomputing
Fast evaluation of neural networks via confidence rating

Neurocomputing
Methodology for long-term prediction of time series

Neurocomputing
Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts

Artificial Intelligence Review
A Redundancy-Based Measure of Dissimilarity among Probability Distributions for Hierarchical Clustering Criteria

IEEE Transactions on Pattern Analysis and Machine Intelligence
Temporal filtering of visual speech for audio-visual speech recognition in acoustically and visually challenging environments

Proceedings of the 9th international conference on Multimodal interfaces
Clustering and visualization approaches for human cell cycle gene expression data analysis

International Journal of Approximate Reasoning
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators

Computer Methods and Programs in Biomedicine
A neural network approach for estimating examinees' proficiency levels in computerized adaptive testing

WBED'07 Proceedings of the sixth conference on IASTED International Conference Web-Based Education - Volume 2
Cloud basis function neural network: A modified RBF network architecture for holistic facial expression recognition

Pattern Recognition
FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation

Pattern Recognition
Bayesian spiking neurons ii: Learning

Neural Computation
Population coding with motion energy filters: The impact of correlations

Neural Computation
A robust neuro-fuzzy network approach to impulse noise filtering for color images

Applied Soft Computing
Neural network models for conditional distribution under bayesian analysis

Neural Computation
Hybrid evolutionary algorithm with Hermite radial basis function interpolants for computationally expensive adjoint solvers

Computational Optimization and Applications
Neural network based defect inspection from images

SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
An EM/E-MRF algorithm for adaptive model based tracking in extremely poor visibility

Image and Vision Computing
Constraint Score: A new filter method for feature selection with pairwise constraints

Pattern Recognition
Geometrical synthesis of MLP neural networks

Neurocomputing
An orthogonal forward regression technique for sparse kernel density estimation

Neurocomputing
An adaptive fuzzy c-means clustering-based mixtures of experts model for unlabeled data classification

Neurocomputing
A unified framework to exploit information in BCI data for continuous prediction

Neurocomputing
Letters: View-independent face recognition with Mixture of Experts

Neurocomputing
ANN+GIS: An automated system for property valuation

Neurocomputing
Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms

Journal of Signal Processing Systems
An integrated framework for risk profiling of breast cancer patients following surgery

Artificial Intelligence in Medicine
Supporting diagnosis of attention-deficit hyperactive disorder with novelty detection

Artificial Intelligence in Medicine
An Artificial Neural Network Classifier Design Based-on Variable Kernel and Non-Parametric Density Estimation

Neural Processing Letters
Test pattern dependent neural network systems for guided waves damage identification in beams

NN'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Neural Networks - Volume 8
Extraction of vehicle number plates using mathematical morphological techniques

ICAI'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Automation and Information - Volume 8
Real-time speaker identification system

ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Inferring agent dynamics from social communication network

Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
A theoretical framework for multiple neural network systems

Neurocomputing
Blind separation of fetal electrocardiograms by annealed expectation maximization

Neurocomputing
Third-order generalization: A new approach to categorizing higher-order generalization

Neurocomputing
Incorporating prior knowledge in support vector machines for classification: A review

Neurocomputing
An error-counting network for pattern classification

Neurocomputing
Automated cell differentiation in multispectral microscopy

ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Data dimensionality reduction with application to improving classification performance and explaining concepts of data sets

International Journal of Business Intelligence and Data Mining
Exploring the inherent benefits of RFID and automated self-serve checkouts in a B2C environment

International Journal of Business Information Systems
Temporal gene expression classification with regularised neural network

International Journal of Bioinformatics Research and Applications
Utilising neural network applications to enhance efficiency in the healthcare industry: predicting populations of future chronic illness

International Journal of Business Intelligence and Data Mining
Exploring security and comfort issues associated with online banking

International Journal of Electronic Finance
Prediction of corporate financial health by Artificial Neural Network

International Journal of Electronic Finance
Online music piracy's controversy: pay sites versus free, who will prevail?

International Journal of Electronic Finance
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary

International Journal of Metadata, Semantics and Ontologies
Mobile technology and communications: exploring aspects of Customer Relationship Management

International Journal of Mobile Communications
Combining low-level features for semantic extraction in image retrieval

EURASIP Journal on Advances in Signal Processing
Activity based surveillance video content modelling

Pattern Recognition
Intelligent monitoring and diagnosis of manufacturing processes using an integrated approach of KBANN and GA

Computers in Industry
Modeling conditional probability distributions for periodic variables

Neural Computation
Minimum description length, regularization, and multimodal data

Neural Computation
Sequential fixed-point ica based on mutual information minimization

Neural Computation
Grasp recognition for uncalibrated data gloves: A machine learning approach

Presence: Teleoperators and Virtual Environments
Semi-supervised visual clustering for spherical coordinates systems

Proceedings of the 2008 ACM symposium on Applied computing
Radial basis function networks for wind speed prediction

AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Electrocardiogram compression and optimal filtering algorithm

SSIP'07 Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing
Electrocardiogram compression and optimal filtering algorithm

ISCGAV'07 Proceedings of the 7th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Using qualitative information to predict citizens' satisfaction

AI Communications - Model-Based Systems
The pattern memory of gene-protein networks

AI Communications - Network Analysis in Natural Sciences and Engineering
A framework for software safety analysis with rough sets

SEPADS'05 Proceedings of the 4th WSEAS International Conference on Software Engineering, Parallel & Distributed Systems
Visual recognition of speech consonants using facial movement features

Integrated Computer-Aided Engineering - Informatics in Control, Automation and Robotics
Two-layer automatic sound classification system for conversation enhancement in hearing aids

Integrated Computer-Aided Engineering
An overview of clustering methods

Intelligent Data Analysis
Classification of extended control chart patterns: a neural networks approach

SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Feature selection of radar-derived attributes with linear programming support vector machines

ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Deterministic neural classification

Neural Computation
Automatic seizure detection based on time-frequency analysis and artificial neural networks

Computational Intelligence and Neuroscience - Regular issue
An affine symmetric approach to natural image compression

MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Detecting spam email by radial basis function networks

International Journal of Knowledge-based and Intelligent Engineering Systems
Generalization of raster images containing patterns featuring stochastic repetitiveness

Machine Graphics & Vision International Journal
Fuzzy diagnosis in AHU system using dynamic fuzzy neural network

ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Convergence of an online gradient algorithm with penalty for two-layer neural networks

MATH'06 Proceedings of the 10th WSEAS International Conference on APPLIED MATHEMATICS
Ultra-wideband geo-regioning: a novel clustering and localization technique

EURASIP Journal on Advances in Signal Processing
Identification of gene transcript signatures predictive for estrogen receptor and lymph node status using a stepwise forward selection artificial neural network modelling approach

Artificial Intelligence in Medicine
A reliable method for cell phenotype image classification

Artificial Intelligence in Medicine
Automatic diagnosis of pathological voices

SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
A hybrid approach for automatic lip localization and viseme classification to enhance visual speech recognition

Integrated Computer-Aided Engineering
Acceptability of internet voting and CRM principles among the internet savvy

International Journal of Business Information Systems
KPCA denoising and the pre-image problem revisited

Digital Signal Processing
An approach to fuzzy granule-based hierarchical polynomial networks for empirical data modeling in software engineering

Information and Software Technology
Object tracking in videos using adaptive mixture models and active contours

Neurocomputing
Review: A review on blind detection for image steganography

Signal Processing
A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognition

Pattern Recognition
Maximizing the Predictivity of Smooth Deformable Image Warps through Cross-Validation

Journal of Mathematical Imaging and Vision
Supersonic, variable-throat, blow-down wind tunnel control using genetic algorithms, neural networks, and gain scheduled PID

Applied Intelligence
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary

DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
Addressing class distribution issues of the drawing vs writing classification in an ink stroke sequence

SBIM '07 Proceedings of the 4th Eurographics workshop on Sketch-based interfaces and modeling
A parallel genetic algorithm to discover patterns in genetic markers that indicate predisposition to multifactorial disease

Computers in Biology and Medicine
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning

Information Sciences: an International Journal
Reduced computation for evolutionary optimization in noisy environment

Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Hybridizing surrogate techniques, rough sets and evolutionary algorithms to efficiently solve multi-objective optimization problems

Proceedings of the 10th annual conference on Genetic and evolutionary computation
ASAGA: an adaptive surrogate-assisted genetic algorithm

Proceedings of the 10th annual conference on Genetic and evolutionary computation
Covariate Shift Adaptation by Importance Weighted Cross Validation

The Journal of Machine Learning Research
Automatically identifying localizable queries

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Teacher-directed learning in view-independent face recognition with mixture of experts using overlapping eigenspaces

Computer Vision and Image Understanding
The synthesis of robust polynomial arithmetic with stochastic logic

Proceedings of the 45th annual Design Automation Conference
Atmospheric correction algorithm for MERIS above case-2 waters

International Journal of Remote Sensing
Mapping land cover from detailed aerial photography data using textural and neural network analysis

International Journal of Remote Sensing
Boosting: a classification method for remote sensing

International Journal of Remote Sensing
A software tool for teaching of particle swarm optimization fundamentals

Advances in Engineering Software
Maximizing area under ROC curve for biometric scores fusion

Pattern Recognition
Biometric dispersion matcher

Pattern Recognition
Incremental GRLVQ: Learning relevant features for 3D object recognition

Neurocomputing
Connectionist model generation: A first-order approach

Neurocomputing
Semi-supervised and active learning with the probabilistic RBF classifier

Neurocomputing
An extended class of multilayer perceptron

Neurocomputing
Knowledge discovery in corporate events by neural network rule extraction

Applied Intelligence
Learning methods for lung tumor markerless gating in image-guided radiotherapy

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
The importance of syntactic parsing and inference in semantic role labeling

Computational Linguistics
Vehicle number plate recognition using hybrid mathematical morphological techniques

SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
Multimodal Trajectory Playback for Teaching Shape Information and Trajectories to Visually Impaired Computer Users

ACM Transactions on Accessible Computing (TACCESS)
Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

Computer Methods and Programs in Biomedicine
Multistage RBF neural network ensemble learning for exchange rates forecasting

Neurocomputing
Enhanced feature selection models using gradient-based and point injection techniques

Neurocomputing
GAKREM: A novel hybrid clustering algorithm

Information Sciences: an International Journal
A Bayesian framework for knowledge driven regression model in micro-array data analysis

International Journal of Data Mining and Bioinformatics
Geodesic Gaussian kernels for value function approximation

Autonomous Robots
Classification Methods for Speaker Recognition

Speaker Classification I
Jet Engine Turbine and Compressor Characteristics Approximation by Means of Artificial Neural Networks

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using FCM Clustering Algorithm

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Multi-task Neural Networks for Dealing with Missing Inputs

IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Nonlinear Feature Selection by Relevance Feature Vector Machine

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Equivalence Learning in Protein Classification

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic

KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Sliding Mode Control of a Wastewater Plant with Neural Networks and Genetic Algorithms

Current Topics in Artificial Intelligence
Feature Selection Based on Sensitivity Analysis

Current Topics in Artificial Intelligence
On Cross-Modal Perception of Musical Tempo and the Speed of Human Movement

Computer Music Modeling and Retrieval. Sense of Sounds
Effective Learning with Heterogeneous Neural Networks

Neural Information Processing
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria

Neural Information Processing
Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
The Mixture of Neural Networks as Ensemble Combiner

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Researching on Multi-net Systems Based on Stacked Generalization

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Time and Frequency Approaches to Non Destructive Testing in Concrete Pillars Using Neural Networks

ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Postprocessing of Optical Flows Via Surface Measures and Motion Inpainting

Proceedings of the 30th DAGM symposium on Pattern Recognition
Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Maximum of Marginal Likelihood Criterion instead of Cross-Validation for Designing of Artificial Neural Networks

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Regression Modeling with Fuzzy Relations

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A New Approach to Creating Multisegment Fuzzy Systems

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
MAD Loss in Pattern Recognition and RBF Learning

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Detection of Phoneme Boundaries Using Spiking Neurons

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A Kernel-Based Technique for Direction-of-Change Financial Time Series Forecasting

ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II
Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis

IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Performance of CADx on a Large Clinical Database of FFDM Images

IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Statistical Shape Space Analysis Based on Level Sets

MIAR '08 Proceedings of the 4th international workshop on Medical Imaging and Augmented Reality
Robust Nonparametric Probability Density Estimation by Soft Clustering

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers

OSC '08 Proceedings of the 1st international workshop on Optical SuperComputing
Improving Search Efficiency of Incremental Variable Selection by Using Second-Order Optimal Criterion

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Musical Style Identification with n-Grams and Neural Networks

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Optimization of Feature Processing Chain in Music Classification by Evolution Strategies

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain

ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Large-Scale Clustering through Functional Embedding

ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Retrieval Based on Self-explicative Memories

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Sequential Fuzzy Diagnosis for Condition Monitoring of Rolling Bearing Based on Neural Network

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Neuro-evolutionary Decision Support System for Financial Time Series Analysis

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Modelling Radial Basis Functions with Rational Logic Rules

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Contention-aware scheduler: unlocking execution parallelism in multithreaded java programs

Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
A taxonomy for wavelet neural networks applied to nonlinear modelling

International Journal of Systems Science
The application of artificial neural networks to the analysis of remotely sensed data

International Journal of Remote Sensing
Study of organic aerosols of phytogenic origin with fluorescent lidar

International Journal of Remote Sensing - The Remote Sensing Heritage of Academician Kirill Ya Kondratyev
Spectral prediction of Phytophthora infestans infection on tomatoes using artificial neural network (ANN)

International Journal of Remote Sensing
Artificial immune-based supervised classifier for land-cover classification

International Journal of Remote Sensing
Feasibility of neural network approach in spectral mixture analysis of reflectance spectra

International Journal of Remote Sensing
Memory-based neuro-fuzzy system for interpolation of reflection coefficients of printing inks

Cybernetics and Systems Analysis
A hybrid intelligent system for fault detection and sensor fusion

Applied Soft Computing
A Simulation-Based Experience in Learning Structures of Bayesian Networks to Represent How Students Learn Composite Concepts

International Journal of Artificial Intelligence in Education
An Efficient Technique to Detect Visual Defects in Particleboards

Informatica
Interpretability constraints for fuzzy information granulation

Information Sciences: an International Journal
Computer-Based Identification of Breast Cancer Using Digitized Mammograms

Journal of Medical Systems
Neural networks complemented with genetic algorithms and fuzzy systems for predicting nitrogenous effluent variables in wastewater treatment plants

WSEAS TRANSACTIONS on SYSTEMS
Minimum Bayes error features for visual recognition

Image and Vision Computing
Extracting symbolic knowledge from recurrent neural networks---A fuzzy logic approach

Fuzzy Sets and Systems
Electrocardiogram compression and optimal ECG filtering algorithms

WSEAS Transactions on Computers
Better learning of supervised neural networks based on functional graph: an experimental approach

WSEAS Transactions on Computers
Data quality and query cost in pervasive sensing systems

Pervasive and Mobile Computing
An adaptive partitioning approach for mining discriminant regions in 3D image data

Journal of Intelligent Information Systems
Neural networks as a tool for constructing continuous NDVI time series from AVHRR and MODIS

International Journal of Remote Sensing
Active-GNG: model acquisition and tracking in cluttered backgrounds

VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Digital communication receivers using gaussian processes for machine learning

EURASIP Journal on Advances in Signal Processing
The robot in the mirror

Connection Science - Language and Robots
Comparison of local transfer function classifier and radial basis function neural network with and without an exhaustively defined set of classes

International Journal of Remote Sensing
Estimating per-pixel thematic uncertainty in remote sensing classifications

International Journal of Remote Sensing
Image recognition system based on novel measures of image similarity and cluster validity

Neurocomputing
A neural network-based diagnostic method for solitary pulmonary nodules

Neurocomputing
Evolutionary product-unit neural networks classifiers

Neurocomputing
Neural network construction and training using grammatical evolution

Neurocomputing
Extracting human protein information from MEDLINE using a full-sentence parser

Acta Cybernetica
Robust clustering: based realtime vowel recognition

Acta Cybernetica
Guided waves damage identification in beams with test pattern dependent series neural network systems

WSEAS Transactions on Signal Processing
Guided waves damage identification in beams with test pattern dependent series neural network systems

WSEAS Transactions on Computer Research
Single-Layer Neural Net Competes with Multi-layer Neural Net

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
A defect prediction method for software versioning

Software Quality Control
Using Gaussian Processes to Optimize Expensive Functions

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Unknown Malcode Detection Using OPCODE Representation

EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics
Pattern Analysis and Prediction of O-Linked Glycosylation Sites in Protein by Principal Component Subspace Analysis

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Making Financial Trading by Recurrent Reinforcement Learning

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Chaotic Pattern Recognition: The Spectrum of Properties of the Adachi Neural Network

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Scale-Space Kernels for Additive Modeling

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Automatic Structure-Aware Inpainting for Complex Image Content

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Criterion in selecting the clustering algorithm in radial basis functional link nets

WSEAS TRANSACTIONS on SYSTEMS
A novel fast Kolmogorov's spline complex network for pattern detection

WSEAS TRANSACTIONS on SYSTEMS
Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)

Computer Methods and Programs in Biomedicine
Wavelet feature extraction for high-dimensional microarray data

Neurocomputing
Design of experiments on neural network's training for nonlinear time series forecasting

Neurocomputing
Selective combination of multiple neural networks for improving model prediction in nonlinear systems modelling through forward selection and backward elimination

Neurocomputing
An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets

Integrated Computer-Aided Engineering
A Bayesian framework for knowledge driven regression model in micro-array data analysis

International Journal of Data Mining and Bioinformatics
Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings

Computers in Biology and Medicine
Optimal weighting of bimodal biometric information with specific application to audio-visual person identification

Information Fusion
Technical data mining with evolutionary radial basis function classifiers

Applied Soft Computing
Computer-assisted pit-pattern classification in different wavelet domains for supporting dignity assessment of colonic polyps

Pattern Recognition
A novel fast Kolmogorov's spline complex network for pattern detection

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
MetaPlab: A Computational Framework for Metabolic P Systems

Membrane Computing
Bayesian classifiers based on kernel density estimation: Flexible classifiers

International Journal of Approximate Reasoning
An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling

Journal of Biomedical Informatics
Better performance of neural networks using functional graph for weather forecasting

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Predicting protein protein interfaces as clusters of Optimal Docking Area points

International Journal of Data Mining and Bioinformatics
Committee machines for facial-gender recognition

International Journal of Hybrid Intelligent Systems
Minimum spanning tree based one-class classifier

Neurocomputing
K nearest neighbours with mutual information for simultaneous classification and missing data imputation

Neurocomputing
Three-phase strategy for the OSD learning method in RBF neural networks

Neurocomputing
Feature selection with dynamic mutual information

Pattern Recognition
Taking the bite out of automated naming of characters in TV video

Image and Vision Computing
A study of visual and tactile terrain classification and classifier fusion for planetary exploration rovers

Robotica
The future of digital music sales among web-enabled professionals: an empirical investigation

International Journal of Business Information Systems
Time lagged recurrent neural network for temporal gene expression classification

International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Particle Swarms for Feature Extraction of Hyperspectral Data

IEICE - Transactions on Information and Systems
A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition

IEICE - Transactions on Information and Systems
Automatic Cell Segmentation Using a Shape-Classification Model in Immunohistochemically Stained Cytological Images

IEICE - Transactions on Information and Systems
Continuous dimensionality characterization of image structures

Image and Vision Computing
Ml-rbf: RBF Neural Networks for Multi-Label Learning

Neural Processing Letters
Design of a motorcycle frame using neuroacceleration strategies in MOEAs

Journal of Heuristics
Visual detection of novel terrain via two-class classification

Proceedings of the 2009 ACM symposium on Applied Computing
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering

ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks

EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Thermal display for telepresence based on neural identification and heat flux control

Presence: Teleoperators and Virtual Environments
A One-Class Classification Approach for Protein Sequences and Structures

ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications
Color learning and illumination invariance on mobile robots: A survey

Robotics and Autonomous Systems
Simultaneous input variable and basis function selection for RBF networks

Neurocomputing
Orthogonal-least-squares regression: A unified approach for data modelling

Neurocomputing
Using uncertainty as a model selection and comparison criterion

PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
An application of methods for the probabilistic three-class classification of pregnancies of unknown location

Artificial Intelligence in Medicine
An autonomic architecture for optimizing QoE in multimedia access networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
How many hidden layers and nodes?

International Journal of Remote Sensing
Pool-based active learning in approximate linear regression

Machine Learning
Contact type dependency of texture classification in a whiskered mobile robot

Autonomous Robots
Qualitative classification of descent phases in commercial flight data

International Journal of Computational Intelligence Studies
Using pre & post-processing methods to improve binding site predictions

Pattern Recognition
Parallel Clustering Algorithm for Large Data Sets with Applications in Bioinformatics

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Case-based adaptation for product formulation

International Journal of Computer Integrated Manufacturing
Non-monotonic feature selection

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Employee turnover: a novel prediction solution with effective feature selection

WSEAS Transactions on Information Science and Applications
Identifying "Promising" internet business applications using artificial neural networks

AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Comparative study of fuzzy methods for response integration in ensemble neural networks

International Journal of Advanced Intelligence Paradigms
Analysing the behavioural intention of using telehomecare from a management viewpoint – an application of artificial neural network

International Journal of Computer Applications in Technology
When is 'nearest neighbour' meaningful: A converse theorem and implications

Journal of Complexity
Multi-view Player Action Recognition in Soccer Games

MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Lag-Dependent Regularization for MLPs Applied to Financial Time Series Forecasting Tasks

ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Knowledge-Rich Data Mining in Financial Risk Detection

ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Face Image Recognition Combining Holistic and Local Features

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Design of an image classification system for jaguar (Panthera onca) and puma (puma concolor) track recognition

MCBC'09 Proceedings of the 10th WSEAS international conference on Mathematics and computers in biology and chemistry
A machine learning approach for posture recognition based on simplified shock graph

WAV'09 Proceedings of the 3rd WSEAS international symposium on Wavelets theory and applications in applied mathematics, signal processing & modern science
Neural network for identification of danger situation using stereovision

ICOSSSE'08 Proceedings of the 7th WSEAS international conference on System science and simulation in engineering
Automatic recognition system for pejibaye palm DNA using SVM

ECC'08 Proceedings of the 2nd conference on European computing conference
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images

Pattern Recognition
A hybrid novelty score and its use in keystroke dynamics-based user authentication

Pattern Recognition
An Inductive Logic Programming Approach to Statistical Relational Learning

Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
A Tripartite Scorecard for the Pay/No pay Decision-Making in the Retail Banking Industry

Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Learning Process Behavior with EDY: an Experimental Analysis

Proceedings of the 2008 conference on STAIRS 2008: Proceedings of the Fourth Starting AI Researchers' Symposium
Data Transformation in Modern Petrol Engine Tune-up

Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
A System of Recognition of Characters based on Paraconsistent Artificial Neural Networks

Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Defect Prediction in Hot Strip Rolling Using ANN and SVM

Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
A Learning Classifier Approach to Tomography

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Pattern Classification Techniques for Early Lung Cancer Diagnosis using an Electronic Nose

Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Combined projection and kernel basis functions for classification in evolutionary neural networks

Neurocomputing
Explanations of unsupervised learning clustering applied to data security analysis

Neurocomputing
An experimental study on methods for the selection of basis functions in regression

Neurocomputing
Self-scaled conjugate gradient training algorithms

Neurocomputing
Improving performance of neural classifiers via selective reduction of target levels

Neurocomputing
Multi-instance clustering with applications to multi-instance prediction

Applied Intelligence
Learning regulation functions of metabolic systems by artificial neural networks

Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Geometrical insights into the dendritic cell algorithm

Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A simple score normalisation technique for multimodal biometric authentication

International Journal of Biometrics
Smoothing clickthrough data for web search ranking

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Neural Solutions for High Range Resolution Radar Classification

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
METAL A: a Distributed System for Web Usage Mining

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Fast Evaluation of Connectionist Language Models

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Nonparametric Location Estimation for Probability Density Function Learning

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Efficient Parallel Feature Selection for Steganography Problems

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Optimising Machine-Learning-Based Fault Prediction in Foundry Production

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Analysis of Geometric Moments as Features for Identification of Forensic Ballistics Specimen

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Using One-Class Classification Techniques in the Anti-phoneme Problem

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Neural Network Optimization for Combinations in Identification Systems

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Images as Symbols: An Associative Neurotransmitter-Field Model of the Brodmann Areas

Transactions on Computational Science V
Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes

Anticipatory Behavior in Adaptive Learning Systems
A Supervised Learning Technique and Its Applications to Computational Biology

Computational Intelligence Methods for Bioinformatics and Biostatistics
Improving Rules Quality Generated by Rough Set Theory for the Diagnosis of Students with LDs through Mixed Samples Clustering

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
An experimental decision of samples for RBF neural networks

MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Two and three-dimensional intrusion object detection under randomized scheduling algorithms in sensor networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
Radial Basis Function network learning using localized generalization error bound

Information Sciences: an International Journal
Forecast of total nitrogen in wastewater treatment plants by means techniques of soft computing

ICS'08 Proceedings of the 12th WSEAS international conference on Systems
Meta-BCS: a novel way to BCS ranking using generalized regression neural network and genetic algorithm

Proceedings of the 46th Annual Southeast Regional Conference on XX
Model selection for the LS-SVM. Application to handwriting recognition

Pattern Recognition
Motion-based behaviour learning, profiling and classification in the presence of anomalies

Pattern Recognition
Exploratory learning structures in artificial cognitive systems

Image and Vision Computing
A multiclass classification method based on decoding of binary classifiers

Neural Computation
Towards efficient sampling: exploiting random walk strategies

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Mixtures of predictive linear Gaussian models for nonlinear stochastic dynamical systems

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Cross-entropy and linguistic typology

NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
A dynamic Bayesian approach to computational Laban shape quality analysis

Advances in Human-Computer Interaction
Contextual classification of image patches with latent aspect models

Journal on Image and Video Processing - Special issue on patches in vision
Letters: MIMLRBF: RBF neural networks for multi-instance multi-label learning

Neurocomputing
Feature selection via Boolean independent component analysis

Information Sciences: an International Journal
A Multiobjective Evolutionary Algorithm for Numerical Parameter Space Characterization of Reaction Diffusion Systems

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Lookahead in deterministic left-corner parsing

IncrementParsing '04 Proceedings of the Workshop on Incremental Parsing: Bringing Engineering and Cognition Together
Differential automatic diagnosis between Alzheimer's disease and frontotemporal dementia based on perfusion SPECT images

Artificial Intelligence in Medicine
Learning with probabilistic features for improved pipeline models

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
T Cell Receptor Signalling Inspired Kernel Density Estimation and Anomaly Detection

ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
Semi-supervised Text Classification Using RBF Networks

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
On Discriminative Parameter Learning of Bayesian Network Classifiers

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network

ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Lifetime learning as a factor in life history evolution

Artificial Life
Improving reinforcement learning function approximators via neuroevolution

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Trace ratio criterion for feature selection

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Meaning and the mental lexicon

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Risk-sensitive reinforcement learning applied to control under constraints

Journal of Artificial Intelligence Research
Combination strategies for semantic role labeling

Journal of Artificial Intelligence Research
Variational cumulant expansions for intractable distributions

Journal of Artificial Intelligence Research
Improved classification for a data fusing Kohonen self organizing map using a dynamic thresholding technique

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Representations for action selection learning from real-time observation of task experts

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Exploiting sensorimotor coordination for learning to recognize objects

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Generalized additive Bayesian network classifiers

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An improved probabilistic ant based clustering for distributed databases

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Hybrid models combining neural networks and nonparametricregression models used for time series prediction

ISTASC'09 Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation
A pilot sampling method for multi-layer perceptrons

ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Performance comparison of RBF networks and MLPs for classification

AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
MOE prediction in Abies pinsapo Boiss. timber: Application of an artificial neural network using non-destructive testing

Computers and Structures
Real-Time Collaborative Filtering Using Extreme Learning Machine

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
The relationship of sample size and accuracy in radial basis function networks

WSEAS Transactions on Computers
Kernel Methods in Computer Vision

Foundations and Trends® in Computer Graphics and Vision
Knowledge extraction from local function networks

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Learning global models based on distributed data abstractions

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Soft computing for automated surface quality analysis of exterior car body panels

Applied Soft Computing
Development of dynamic cognitive networks as complex systems approximators: validation in financial time series

Applied Soft Computing
Adaptive regularization parameter selection method for enhancing generalization capability of neural networks

Artificial Intelligence
Towards a computer-aided diagnosis system for vocal cord diseases

Artificial Intelligence in Medicine
Artificial neural network for the joint modelling of discrete cause-specific hazards

Artificial Intelligence in Medicine
A new method for sleep apnea classification using wavelets and feedforward neural networks

Artificial Intelligence in Medicine
Sampling scheme for better RBF network

Proceedings of the 2009 International Conference on Hybrid Information Technology
Sleep spindle detection using artificial neural networks trained with filtered time-domain EEG: A feasibility study

Computer Methods and Programs in Biomedicine
Knowledge discovery with classification rules in a cardiovascular dataset

Computer Methods and Programs in Biomedicine
Distinguishing paintings from photographs

Computer Vision and Image Understanding
Speech recognition using augmented conditional random fields

IEEE Transactions on Audio, Speech, and Language Processing
Optimization of temporal processes: a model predictive control approach

IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Convergence acceleration operator for multiobjective optimization

IEEE Transactions on Evolutionary Computation
Gaussian process regressors for multiuser detection in DS-CDMA systems

IEEE Transactions on Communications
Support vector machines for automated recognition of obstructive sleep apnea syndrome from ECG recordings

IEEE Transactions on Information Technology in Biomedicine
New decision support tool for treatment intensity choice in childhood acute lymphoblastic leukemia

IEEE Transactions on Information Technology in Biomedicine
Development of a wireless sensor glove for surgicalskills assessment

IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Epileptic seizure detection in EEGs using time-frequency analysis

IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
A computational-intelligence-based approach for detection of exudates in diabetic retinopathy images

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Language-independent, neural network-based, text-to-phones conversion

Neurocomputing
Invariant pattern recognition using analog recurrent associative memories

Neurocomputing
Classification of graphical data made easy

Neurocomputing
Lexical and structural biases for function parsing

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
An empirical improvement of the accuracy of RBF networks

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
An aggregation approach to short-term traffic flow prediction

IEEE Transactions on Intelligent Transportation Systems
A volume-based heat-diffusion classifier

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Attraction-repulsion expectation-maximization algorithm for image reconstruction and sensor field estimation

IEEE Transactions on Image Processing
The graph neural network model

IEEE Transactions on Neural Networks
Driving profile modeling and recognition based on soft computing approach

IEEE Transactions on Neural Networks
Neural network output optimization using interval analysis

IEEE Transactions on Neural Networks
Intelligent visual recognition and classification of cork tiles with neural networks

IEEE Transactions on Neural Networks
A hybrid pareto mixture for conditional asymmetric fat-tailed distributions

IEEE Transactions on Neural Networks
Partial logistic artificial neural network for competing risks regularized with automatic relevance determination

IEEE Transactions on Neural Networks
Short-term time-to-event model of response to treatment following the GIMEMA protocol for Acute Myeloid Leukaemia

Proceedings of the 2009 conference on Computational Intelligence and Bioengineering: Essays in Memory of Antonina Starita
Simplifying Particle Swarm Optimization

Applied Soft Computing
Sequential non-stationary dynamic classification with sparse feedback

Pattern Recognition
Discriminative semi-supervised feature selection via manifold regularization

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Automatic modulation classification for cognitive radios using cyclic feature detection

IEEE Circuits and Systems Magazine
Hybrid models based on biological approaches for speech recognition

Artificial Intelligence Review
Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Computational Intelligence Methods for Discovering Diagnostic Gene Targets about aGVHD

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Scope error detection and handling concerning software estimation models

ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Impact of missing data in evaluating artificial neural networks trained on complete data

Computers in Biology and Medicine
Artificial intelligence in genomic sequence, protein structure function prediction and DNA microarrays: a survey

International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Dynamic partial reconfiguration of the ubichip for implementing adaptive size incremental topologies

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Almost Random Projection Machine

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Learning Features by Contrasting Natural Images with Noise

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Musical Style Classification Using Low-Level Features

AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Conditional Density Estimation with Class Probability Estimators

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Experimental Assessment of Probabilistic Integrated Object Recognition and Tracking Methods

CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A rich feature vector for protein-protein interaction extraction from multiple corpora

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Learning term-weighting functions for similarity measures

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Population-specific evaluation of implant bone fitting using PCA shape space and level sets

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Detection of tuberculosis in sputum smear images using two one-class classifiers

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
A new supervised local modelling classifier based on information theory

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An intelligent multi-feature statistical approach for discrimination of driving conditions of hybrid electric vehicle

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Self-enhancement learning: self-supervised and target-creating learning

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Selective enhancement learning in competitive learning

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Orientational features with the SNT-grid

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Training of radial basis function classifiers with resilient propagation and variational Bayesian inference

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Forecasting of clustered time series with recurrent neural networks and a fuzzy clustering scheme

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Curiosity driven incremental LDA agent active learning

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Partial logistic artificial neural networks (PLANN) for flexible modeling of censored survival data

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An artificial neural network based heterogeneous panel unit root test in case of cross sectional independence

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Rain rate retrieval by processing the observations of the 85v and 85H GHz channels of the SSM/I and TMI passive microwave sensors

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Detection of articulation disorders using empirical mode decomposition and neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Irregularity detection on low tension electric installations by neural network ensembles

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Unsupervised nonparametric density estimation: a neural network approach

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Singing voice recognition based on matching of spectrogram pattern

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Sensor integration in KIV brain model for decision making

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Efficient neural network pruning during neuro-evolution

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Evolution of recollection and prediction in neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Patient stratification with competing risks by multivariate fisher distance

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Performance evaluation of classification methods in cultural modeling

ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Generalized inference with multiple semantic role labeling systems

CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Neural networks for event extraction from time series: a back propagation algorithm approach

Future Generation Computer Systems
A fuzzy technique for food- and water quality assessment with an electronic tongue

Fuzzy Sets and Systems
Modified Gath--Geva clustering for fuzzy segmentation of multivariate time-series

Fuzzy Sets and Systems
Knowledge discovery by a neuro-fuzzy modeling framework

Fuzzy Sets and Systems
Automatic machine vision calibration using statistical and neural network methods

Image and Vision Computing
Denoising and recognition using hidden Markov models with observation distributions modeled by hidden Markov trees

Pattern Recognition
Neural network based defect inspection from images

SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Associating domain-dependent knowledge and Monte Carlo approaches within a Go program

Information Sciences: an International Journal
Fuzzy relational neural network

International Journal of Approximate Reasoning
Multilayer Feed Forward Neural Networks for olive trees identification

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Empirical determination of sample sizes for multi-layer perceptrons by simple RBF networks

WSEAS Transactions on Computers
A comparative study of hybrid, neural networks and nonparametric regression models in time series prediction

WSEAS Transactions on Mathematics
Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Study of two error functions to approximate the Neyman-pearson detector using supervised learning machines

IEEE Transactions on Signal Processing
Local Correlation and Entropy Maps as Tools for Detecting Defects in Industrial Images

International Journal of Applied Mathematics and Computer Science - Applied Image Processing
Random Projection RBF Nets for Multidimensional Density Estimation

International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control
Levenberg-Marquardt-based OBS algorithm using adaptive pruning interval for system identification with dynamic neural networks

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Self-supervised learning by information enhancement: target-generating and spontaneous learning for competitive learning

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IPCM separability ratio for supervised feature selection

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Modeling driver operation behavior by linear prediction analysis and auto associative neural network

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A hybrid approach for grasping 3D objects

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
A Survey of Statistical Network Models

Foundations and Trends® in Machine Learning
Hardware architecture for pattern recognition in gamma-ray experiment

EURASIP Journal on Embedded Systems - Special issue on design and architectures for signal and image processing
An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Regression based D-optimality experimental design for sparse kernel density estimation

Neurocomputing
A new convex objective function for the supervised learning of single-layer neural networks

Pattern Recognition
Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning

Wireless Networks
The evidence framework applied to sparse kernel logistic regression

Neurocomputing
Fast bootstrap methodology for regression model selection

Neurocomputing
Letters: Training support vector machines based on stacked generalization for image classification

Neurocomputing
Tools for application-driven linear dimension reduction

Neurocomputing
High-dimensional labeled data analysis with topology representing graphs

Neurocomputing
Neural network time series forecasting of finite-element mesh adaptation

Neurocomputing
The differogram: Non-parametric noise variance estimation and its use for model selection

Neurocomputing
Letters: Variance change point detection via artificial neural networks for data separation

Neurocomputing
An automatic feature generation approach to multiple instance learning and its applications to image databases

Multimedia Tools and Applications
Evolving hybrid ensembles of learning machines for better generalisation

Neurocomputing
EEG classification using generative independent component analysis

Neurocomputing
Letters: An LVQ-based adaptive algorithm for learning from very small codebooks

Neurocomputing
Local regularization assisted orthogonal least squares regression

Neurocomputing
Classifier combination based on confidence transformation

Pattern Recognition
Classification of bioacoustic time series based on the combination of global and local decisions

Pattern Recognition
Combining intra-image and inter-class semantics for consumer image retrieval

Pattern Recognition
Singular value decomposition in additive, multiplicative, and logistic forms

Pattern Recognition
Classification methodologies of multilayer perceptrons with sigmoid activation functions

Pattern Recognition
Invariant and adaptive geometrical texture features for defect detection and classification

Pattern Recognition
Optimal robust classifiers

Pattern Recognition
Kernel matching pursuit for large datasets

Pattern Recognition
Soft computing and chaos theory for disruption prediction in Tokamak reactors

International Journal of Modelling and Simulation
Efficient voting prediction for pairwise multilabel classification

Neurocomputing
A new variational radial basis function approximation for inference in multivariate diffusions

Neurocomputing
A multi-objective memetic and hybrid methodology for optimizing the parameters and performance of artificial neural networks

Neurocomputing
A method of tumor classification based on wavelet packet transforms and neighborhood rough set

Computers in Biology and Medicine
Expectation-maximization technique for fibro-glandular discs detection in mammography images

Computers in Biology and Medicine
A new strategy combining empirical and analytical approaches for grasping unknown 3D objects

Robotics and Autonomous Systems
On the versatility of radial basis function neural networks: A case study in the field of intrusion detection

Information Sciences: an International Journal
Exporting vector muscles for facial animation

SG'03 Proceedings of the 3rd international conference on Smart graphics
Pixel-based visualization and density-based tabular model

VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Classification boundary approximation by using combination of training steps for real-time image segmentation

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A rule-based scheme for filtering examples from majority class in an imbalanced training set

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Predicting palmitoylation sites using a regularised bio-basis function neural network

ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Model-assisted steady-state evolution strategies

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Experimental results on fusion of multiple fingerprint matchers

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Analysing periodic phenomena by circular PCA

BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development
A wrapper approach with support vector machines for text categorization

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A better selection of patterns in lazy learning radial basis neural networks

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Separable recurrent neural networks treated with stochastic velocities

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Rules and generalization capacity extraction from ANN with GP

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
COBRA: an evolved online tool for mammography interpretation

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Anisotropic channel filtering

SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Color-based image retrieval from high-similarity image databases

SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Improving performance of a multiple classifier system using self-generating neural networks

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
sIDMG: small-size intrusion detection model generation of complimenting decision tree classification algorithm

WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
On the number of modes of a Gaussian mixture

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
An efficient learning algorithm using natural gradient and second order information of error surface

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Hierarchical Bayesian network for handwritten digit recognition

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Discriminant isometric mapping for face recognition

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Generalisation and model selection in supervised learning with evolutionary computation

EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Tabula Rasa: a case study in evolutionary curation

EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Hypothesis testing over factorizations for data association

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Energy based acoustic source localization

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Effective pruning method for a multiple classifier system based on self-generating neural networks

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Structural bias in inducing representations for probabilistic natural language parsing

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Fast and efficient training of RBF networks

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Hierarchical Bayesian network for handwritten digit recognition

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Evolutionary optimisation of RBF network architectures in a direct marketing application

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Intrusion detection in computer networks with neural and fuzzy classifiers

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
A hybrid MLP-PNN architecture for fast image superresolution

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Protein sequence classification using probabilistic motifs and neural networks

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Near sets: toward approximation space-based object recognition

RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Web document modeling

The adaptive web
Nonlinear predictive models: overview and possibilities in speaker recognition

Progress in nonlinear speech processing
Low complexity MLP-based radar detector: influence of the training algorithm and the MLP size

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Traffic sign classification by image preprocessing and neural networks

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Discovering stock market trading rules using multi-layer perceptrons

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Consequences of data uncertainty and data precision in artificial neural network sugar cane yield prediction

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Real-time visual recognition of objects and scenes using P-channel matching

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Frequent variable sets based clustering for artificial neural networks particle classification

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Novelty detection in large-vehicle turbocharger operation

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
A simple and effective neural model for the classification of structured patterns

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Online training of hierarchical RBF

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
A neural-based approach to facial expression mapping between human and robot

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Learning evaluation functions of Shogi positions from different sets of games

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Representing musical sounds with an interpolating state model

IEEE Transactions on Audio, Speech, and Language Processing
Recursive Bayesian recurrent neural networks for time-series modeling

IEEE Transactions on Neural Networks
A hierarchical RBF online learning algorithm for real-time 3-D scanner

IEEE Transactions on Neural Networks
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes

IEEE Transactions on Signal Processing
The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach

Fuzzy Sets and Systems
An EM algorithm to learn sequences in the wavelet domain

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Towards a novel immune inspired approach to temporal anomaly detection

ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Relevance metrics to reduce input dimensions in artificial neural networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A fast semi-linear backpropagation learning algorithm

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
An efficient method for pruning the multilayer perceptron based on the correlation of errors

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Input selection for radial basis function networks by constrained optimization

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Extended linear models with Gaussian prior on the parameters and adaptive expansion vectors

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Stacking MF networks to combine the outputs provided by RBF networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Soft clustering for nonparametric probability density function estimation

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Noise removal from images by projecting onto bases of principal components

ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Active learning for regression based on query by committee

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
A linear learning method for multilayer perceptrons using least-squares

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Using a genetic algorithm for editing k-nearest neighbor classifiers

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Neurotransmitter fields

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
An improved version of the wrapper feature selection method based on functional decomposition

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Parallel-series perceptrons for the simultaneous determination of odor classes and concentrations

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Edge-preserving Bayesian image superresolution based on compound Markov random fields

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Performance analysis of MLP-based radar detectors in weibull-distributed clutter with respect to target doppler frequency

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
GARCH processes with non-parametric innovations for market risk estimation

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Forecasting Portugal global load with artificial neural networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A novel novelty detector

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Classification with positive and negative equivalence constraints: theory, computation and human experiments

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Avoiding local minima in feedforward neural networks by simultaneous learning

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
An empirical study of the behavior of classifiers on imbalanced and overlapped data sets

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A novel hybrid Taguchi-Grey-based method for feature subset selection

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A new algorithm for training multi-layered morphological networks

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Genetically optimized rule-based fuzzy polynomial neural networks: synthesis of computational intelligence technologies

RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
An optimized process neural network model

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Comparison of human and machine recognition of everyday human actions

ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
Trajectory mixture density networks with multiple mixtures for acoustic-articulatory inversion

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
An effective feature set for ECG pattern classification

ICMB'08 Proceedings of the 1st international conference on Medical biometrics
Bi-modal conceptual indexing for medical image retrieval

MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Integrating background knowledge into RBF networks for text classification

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Fast communication: Joint design of Gaussianized spectrum-based features and least-square linear classifier for automatic acoustic environment classification in hearing aids

Signal Processing
A comparative study of fuzzy inference systems, neural networks and adaptive neuro fuzzy inference systems for portscan detection

Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Evolving an automatic defect classification tool

Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Locating hidden groups in communication networks using hidden Markov models

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Gene selection and cancer microarray data classification via mixed-integer optimization

EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Basic principles of learning Bayesian logic programs

Probabilistic inductive logic programming
A fast self-organizing map algorithm by using genetic selection

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An unsupervised feature selection algorithm: laplacian score combined with distance-based entropy measure

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Cloud score for feature selection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Feature selection for time series prediction - A combined filter and wrapper approach for neural networks

Neurocomputing
Censoring biological echoes in weather radar images

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
2006: celebrating 75 years of AI - history and outlook: the next 25 years

50 years of artificial intelligence
Independent vector analysis for source separation using a mixture of gaussians prior

Neural Computation
Smooth interpretation

PLDI '10 Proceedings of the 2010 ACM SIGPLAN conference on Programming language design and implementation
Consumer Assistance to Recycle and Save Act: empirical examination of government-sponsored financial incentives

International Journal of Electronic Finance
Influence of acoustic feedback on the learning strategies of neural network-based sound classifiers in digital hearing aids

EURASIP Journal on Advances in Signal Processing - Special issue on digital signal processing for hearing instruments
An effective sampling scheme for better multi-layer perceptrons

AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
An improved method for voice pathology detection by means of a HMM-based feature space transformation

Pattern Recognition
Workload characterization supporting the development of domain-specific compiler optimizations using decision trees for data mining

Proceedings of the 13th International Workshop on Software & Compilers for Embedded Systems
Ideas about a regularized MLP classifier by means of weight decay stepping

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
On the use of random neural networks for traffic matrix estimation in large-scale IP networks

Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
A neural network based cognitive controller for dynamic channel selection

ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Restoration of digitized video sequences: an efficient drop-out detection and removal framework

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A new feature selection algorithm for multispectral and polarimetric vehicle images

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multiobjective optimization of temporal processes

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Relevance units latent variable model and nonlinear dimensionality reduction

IEEE Transactions on Neural Networks
OP-ELM: optimally pruned extreme learning machine

IEEE Transactions on Neural Networks
A very fast neural learning for classification using only new incoming datum

IEEE Transactions on Neural Networks
Blind authentication: a secure crypto-biometric verification protocol

IEEE Transactions on Information Forensics and Security
Extracting reduced logic programs from artificial neural networks

Applied Intelligence
Learning-based robot vision: principles and applications

Learning-based robot vision: principles and applications
Generalizing surrogate-assisted evolutionary computation

IEEE Transactions on Evolutionary Computation
Initialization parameter sweep in ATHENA: optimizing neural networks for detecting gene-gene interactions in the presence of small main effects

Proceedings of the 12th annual conference on Genetic and evolutionary computation
A neuro-evolutionary approach to micro aerial vehicle control

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Intrusion Detection by Ellipsoid Boundary

Journal of Network and Systems Management
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks

IEEE Transactions on Neural Networks
Multicategory nets of single-layer perceptrons: complexity and sample-size issues

IEEE Transactions on Neural Networks
Financial and alternative choices in personal transportation habits

International Journal of Electronic Finance
Machine learning of clinical performance in a pancreatic cancer database

Artificial Intelligence in Medicine
Disambiguating identity web references using Web 2.0 data and semantics

Web Semantics: Science, Services and Agents on the World Wide Web
So near and yet so far: New insight into properties of some well-known classifier paradigms

Information Sciences: an International Journal
Feature selection for support vector regression using probabilistic prediction

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
On the detection of textual information in metro stations

Proceedings of the 7th International Conference on Frontiers of Information Technology
Computer-aided diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction

Artificial Intelligence in Medicine
Assessing accelerometer based gait features to support gait analysis for people with complex regional pain syndrome

Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Information-theoretic enhancement learning and its application to visualization of self-organizing maps

Neurocomputing
Artificial neural network-based clutter reduction systems for ship size estimation in maritime radars

EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
Energy Supervised Relevance Neural Gas for Feature Ranking

Neural Processing Letters
Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault

Neural Processing Letters
Trajectory classification using switched dynamical hidden Markov models

IEEE Transactions on Image Processing
Investigating better multi-layer perceptrons for the task of classification

WSEAS Transactions on Computers
Multi-channel EEG signal segmentation and feature extraction

INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
Local affine image matching and synthesis based on structural patterns

IEEE Transactions on Image Processing
Memetic Pareto Evolutionary Artificial Neural Networks to determine growth/no-growth in predictive microbiology

Applied Soft Computing
Clustered-Hybrid Multilayer Perceptron network for pattern recognition application

Applied Soft Computing
The mass appraisal of the real estate by computational intelligence

Applied Soft Computing
A comparison of model selection methods for compressive strength prediction of high-performance concrete using neural networks

Computers and Structures
Continuous Malayalam speech recognition using Hidden Markov Models

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
How to Explain Individual Classification Decisions

The Journal of Machine Learning Research
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

The Journal of Machine Learning Research
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers

The Journal of Machine Learning Research
λ-Perceptron: An adaptive classifier for data streams

Pattern Recognition
Principal component analysis of ensemble recordings reveals cell assemblies at high temporal resolution

Journal of Computational Neuroscience
Particle swarm optimization aided orthogonal forward regression for unified data modeling

IEEE Transactions on Evolutionary Computation
Discriminative semi-supervised feature selection via manifold regularization

IEEE Transactions on Neural Networks
An extension of the standard mixture model for image segmentation

IEEE Transactions on Neural Networks
Marginalized neural network mixtures for large-scale regression

IEEE Transactions on Neural Networks
Probability density estimation with tunable kernels using orthogonal forward regression

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
GPS/INS integration utilizing dynamic neural networks for vehicular navigation

Information Fusion
Speech enhancement using Gaussian scale mixture models

IEEE Transactions on Audio, Speech, and Language Processing
A new prediction algorithm: flexible switch for combining LMS and RBF adaptive filters (CLMF)

ISCGAV'10 Proceedings of the 10th WSEAS international conference on Signal processing, computational geometry and artificial vision
The mee principle in data classification: A perceptron-based analysis

Neural Computation
Automatic image-based assessment of lesion development during hemangioma follow-up examinations

Artificial Intelligence in Medicine
Information processing in complex networks

IEEE Circuits and Systems Magazine - Special issue on complex networks applications in circuits and systems
Credit crunch and loan acquisition concerns in a recessional economy: an empirical study

International Journal of Electronic Finance
UCH-UPV English: Spanish system for WMT10

WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
From linear to non-linear kernel based classifiers for bankruptcy prediction

Neurocomputing
Variational inference for Student-t MLP models

Neurocomputing
Neural Network Solution for Forward Kinematics Problem of Cable Robots

Journal of Intelligent and Robotic Systems
A comparative study of metamodeling methods considering sample quality merits

Structural and Multidisciplinary Optimization
Uncertainty treatment using paraconsistent logic: introducing paraconsistent artificial neural networks

Uncertainty treatment using paraconsistent logic: introducing paraconsistent artificial neural networks
Visual affect recognition

Visual affect recognition
Fast training of neural networks for image compression

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Quantile regression model for impact toughness estimation

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Enhanced foundry production control

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Scene categorization using boosted back-propagation neural networks

PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Incorporating domain knowledge into evolutionary computing for discovering gene-gene interaction

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Efficient confidence bounds for RBF networks for sparse and high dimensional data

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Incremental learning using self-organizing neural grove

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Automatic morphological categorisation of carbon black nano-aggregates

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Diagnosis of liver diseases from P31 MRS data based on feature selection using genetic algorithm

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Survey on speech emotion recognition: Features, classification schemes, and databases

Pattern Recognition
RF specification test compaction using learning machines

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Tuning-robust initialization methods for speaker diarization

IEEE Transactions on Audio, Speech, and Language Processing
Behavior-constrained support vector machines for fMRI data analysis

IEEE Transactions on Neural Networks
Facial expression recognition in JAFFE dataset based on Gaussian process classification

IEEE Transactions on Neural Networks
A min-max optimization framework for designing ΣΔ learners: theory and hardware

IEEE Transactions on Circuits and Systems Part I: Regular Papers
Improving isolated handwritten word recognition using a specialized classifier for short words

CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Using biased discriminant analysis for email filtering

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Stacking class probabilities obtained from view-based cluster ensembles

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Pattern recognition with linearly structured labels using recursive kernel estimator

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Recognition of finite structures with application to moving objects identification

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Neural network-based assessment of femur stress after hip joint alloplasty

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Predicting failures of computer systems: a case study for a telecommunication system

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Hybrid associative retrieval of three-dimensional models

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Nearest-neighbor guided evaluation of data reliability and its applications

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Self-organizing multilayer perceptron

IEEE Transactions on Neural Networks
Synthesizing a talking mouth

Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
The development of improved back-propagation neural networks algorithm for predicting patients with heart disease

ICICA'10 Proceedings of the First international conference on Information computing and applications
A semiparametric regression ensemble model for rainfall forecasting based on RBF neural network

AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
Recognition of Huffman codewords with a genetic-neural hybrid system

MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Dimensional reduction in the protein secondary structure prediction: non-linear method improvements

International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Perceptions of employment stability among working professionals within the global economic crisis

International Journal of Electronic Finance
An empirical study of classification algorithm evaluation for financial risk prediction

Applied Soft Computing
Multi-model strategy based evidential soft sensor model for predicting evaluation of variables with uncertainty

Applied Soft Computing
The application of stochastic machine learning methods in the prediction of skin penetration

Applied Soft Computing
Toward content-based indexing and retrieval of brain images

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Different Approaches to Forecast Interval Time Series: A Comparison in Finance

Computational Economics
Developing a robust prediction interval based criterion for neural network model selection

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
A Neural-based Algorithm for Landslide Detection at Stromboli Volcano: Preliminary Results

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
A novel approach for analog fault diagnosis based on neural networks and improved kernel PCA

Neurocomputing
Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method

Neurocomputing
A workload-aware mapping approach for data-parallel programs

Proceedings of the 6th International Conference on High Performance and Embedded Architectures and Compilers
A granular agent evolutionary algorithm for classification

Applied Soft Computing
Multiclass mineral recognition using similarity features and ensembles of pair-wise classifiers

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Generalized logistic regression models using neural network basis functions applied to the detection of banking crises

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Kalman temporal differences

Journal of Artificial Intelligence Research
Protein feature classification using particle swarm optimization and artificial neural networks

Proceedings of the 2011 International Conference on Communication, Computing & Security
Concept formation using incremental Gaussian mixture models

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Feature extraction using circular statistics applied to volcano monitoring

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Trainable videorealistic speech animation

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A symmetric transformation for LDA-based face verification

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Kullback-leibler boosting

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
3D modeling using a statistical sensor model and stochastic search

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Computational approaches to suspicion in adversarial settings

Information Systems Frontiers
The quantification of pollutants in drinking water by use of artificial neural networks

Natural Computing: an international journal
Data analysis pipeline from laboratory to MP models

Natural Computing: an international journal
Saving time and memory in computational intelligence system with machine unification and task spooling

Knowledge-Based Systems
Comparison of neural classifiers for vehicles gear estimation

Applied Soft Computing
Assessing the contribution of variables in feed forward neural network

Applied Soft Computing
The predictive accuracy of feed forward neural networks and multiple regression in the case of heteroscedastic data

Applied Soft Computing
Development of artificial neural network models for the performance prediction of an inclined plate seed metering device

Applied Soft Computing
Neural correlates of sequence learning with stochastic feedback

Journal of Cognitive Neuroscience
Learning latent variable models from distributed and abstracted data

Information Sciences: an International Journal
A stochastic model updating technique for complex aerospace structures

Finite Elements in Analysis and Design
The effect of training set size for the performance of neural networks of classification

WSEAS Transactions on Computers
Variable selection and prediction of rainfall from WSR-88D radar using support vector regression

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Core-generating approximate minimum entropy discretization for rough set feature selection in pattern classification

International Journal of Approximate Reasoning
Optimizing decision making with neural networks in software agents

SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Perceptrons without output codes

SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Ozone day prediction with radial basis function networks

ICS'10 Proceedings of the 14th WSEAS international conference on Systems: part of the 14th WSEAS CSCC multiconference - Volume II
Property of artificial neural networks of classification with respect to training set size

ICS'10 Proceedings of the 14th WSEAS international conference on Systems: part of the 14th WSEAS CSCC multiconference - Volume II
Self-organizing neural grove: effective multiple classifier system with pruned self-generating neural trees

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A novel fast backpropagation learning algorithm using parallel tangent and heuristic line search

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A recommender system framework combining neural networks & collaborative filtering

IMCAS'06 Proceedings of the 5th WSEAS international conference on Instrumentation, measurement, circuits and systems
Learning data structures with inherent complex logic: neurocognitive perspective

CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
AIBO goes to school: basic math

CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Optimizing neuronal complexity using wavelet based multiresolution analysis for type-I fuzzy neural networks

CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
A neural network model for inter-problem adaptive online time allocation

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Neural network topology optimization

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Handwritten digit recognition with nonlinear fisher discriminant analysis

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Sequential classification of probabilistic independent feature vectors based on multilayer perceptron

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Mutual information and k-nearest neighbors approximator for time series prediction

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
A new kernel-based algorithm for online clustering

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
LS-SVM hyperparameter selection with a nonparametric noise estimator

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Modelling engineering problems using dimensional analysis for feature extraction

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Application of Bayesian MLP techniques to predicting mineralization potential from geoscientific data

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Characterization of breast abnormality patterns in digital mammograms using auto-associator neural network

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
NN-OPT: neural network for option pricing using multinomial tree

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
A reliability-based RBF network ensemble model for foreign exchange rates predication

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Neural networks, fuzzy inference systems and adaptive-neuro fuzzy inference systems for financial decision making

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Online forecasting of stock market movement direction using the improved incremental algorithm

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Adult face recognition in score-age-quality classification space

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Adaptive personalized recommendation based on adaptive learning

Neurocomputing
Help-Training for semi-supervised support vector machines

Pattern Recognition
A detailed investigation into low-level feature detection in spectrogram images

Pattern Recognition
Development of a parsimonious GA-NN ensemble model with a case study for Charpy impact energy prediction

Advances in Engineering Software
TransSearch: from a bilingual concordancer to a translation finder

Machine Translation
Efficiently explaining decisions of probabilistic RBF classification networks

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Optimisation of concentrating solar thermal power plants with neural networks

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Using quick decision tree algorithm to find better RBF networks

ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Near-Infrared Ink Differentiation in Medieval Manuscripts

International Journal of Computer Vision
Performance evaluation of artificial neural networks for spatial data analysis

WSEAS Transactions on Computers
CUDA-level performance with python-level productivity for Gaussian mixture model applications

HotPar'11 Proceedings of the 3rd USENIX conference on Hot topic in parallelism
Analyzing human gaze path during an interactive optimization task

Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction
Domain adaptation by constraining inter-domain variability of latent feature representation

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
A lung cancer outcome calculator using ensemble data mining on SEER data

Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
Identification of the hierarchical data structure

Pattern Recognition and Image Analysis
Neural networks committee decision making for estimation of metal's hardness properties from indentation data

Optical Memory and Neural Networks
ATHENA optimization: the effect of initial parameter settings across different genetic models

EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Nonlinear dynamical analysis of magnetic resonance spectroscopy data

IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race

Applied Soft Computing
A comparative study of the classification techniques in isolated Mandarin syllable tone recognition

Proceedings of the 49th Annual Southeast Regional Conference
Density estimation trees

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic identification approach for sea surface bubbles detection

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Face sketch synthesis via multivariate output regression

HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Model selection with PLANN-CR-ARD

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
SNP-Schizo: a web tool for schizophrenia SNP sequence classification

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
E2GK: evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions

ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Application of generalized chebyshev neural network in air quality prediction

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Forecasting the U.S. stock market via Levenberg-Marquardt and Haken artificial neural networks using ICA&PCA pre-processing techniques

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Extreme learning machine with adaptive growth of hidden nodes and incremental updating of output weights

AIS'11 Proceedings of the Second international conference on Autonomous and intelligent systems
Data driven bandwidth for medoid shift algorithm

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
Software fault localization via mining execution graphs

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
Error-backpropagation in networks of fractionally predictive spiking neurons

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Customer portfolio analysis using the SOM

International Journal of Business Information Systems
Technical Section: Neural network-based symbol recognition using a few labeled samples

Computers and Graphics
Non-invasive estimate of blood glucose and blood pressure from a photoplethysmograph by means of machine learning techniques

Artificial Intelligence in Medicine
Distributed computation of feature-detectors for medical image processing on GPGPU and cell processors

Euro-Par 2010 Proceedings of the 2010 conference on Parallel processing
Intelligent clinical decision support systems for non-invasive bladder cancer diagnosis

CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Using confusion matrices and confusion graphs to design ensemble classification models from large datasets

DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Constrained laplacian score for semi-supervised feature selection

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Image analysis applied to morphological assessment in bovine livestock

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Relation learning: a new approach to face recognition

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Design of fuzzy radial basis function-based polynomial neural networks

Fuzzy Sets and Systems
Memetic Elitist Pareto Differential Evolution algorithm based Radial Basis Function Networks for classification problems

Applied Soft Computing
The use of neural network and discrete Fourier transform for real-time evaluation of friction stir welding

Applied Soft Computing
Training of sparsely connected MLPs

DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Ensemble methods for reinforcement learning with function approximation

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Multiclass SVM classification using graphs calibrated by similarity between classes

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Application of neural networks to speech/music/noise classification in digital hearing aids

GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Forecasting neural network-based fuzzy time series with different neural network models

GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Automatic morphological classification of lung cancer subtypes with boosting algorithms for optimizing therapy

MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
A NN-based model for time series forecasting in function of energy associated of series

ICANCM'11/ICDCC'11 Proceedings of the 2011 international conference on applied, numerical and computational mathematics, and Proceedings of the 2011 international conference on Computers, digital communications and computing
Events, neural systems and time series

ServiceWave'10 Proceedings of the 2010 international conference on Towards a service-based internet
A constructive algorithm to synthesize arbitrarily connected feedforward neural networks

Neurocomputing
Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks

PADS '11 Proceedings of the 2011 IEEE Workshop on Principles of Advanced and Distributed Simulation
Input variable selection for feature extraction in classification problems

Signal Processing
On classification with missing data using rough-neuro-fuzzy systems

International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Automated extraction of PCB components based on specularity using layered illumination

Journal of Intelligent Manufacturing
Blind Deconvolution of Multi-Input Single-Output Systems Using the Distribution of Point Distances

Journal of Signal Processing Systems
Novelty Detection with Multivariate Extreme Value Statistics

Journal of Signal Processing Systems
Ensemble of surrogates with recursive arithmetic average

Structural and Multidisciplinary Optimization
Empirical comparison of four classifier fusion strategies for positive-versus-negative ensembles

Proceedings of the South African Institute of Computer Scientists and Information Technologists Conference on Knowledge, Innovation and Leadership in a Diverse, Multidisciplinary Environment
Texture-based analysis of clustered microcalcifications detected on mammograms

Digital Signal Processing
Model based Bayesian exploration

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
A general algorithm for approximate inference and its application to hybrid bayes nets

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Utilities as random variables: density estimation and structure discovery

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Experiments with random projection

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
A two-round variant of EM for Gaussian mixtures

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Hierarchical mixtures-of-experts for exponential family regression models with generalized linear mean functions: a survey of approximation and consistency results

UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Models and selection criteria for regression and classification

UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
On the effectiveness of distributed learning on different class-probability distributions of data

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
An investigation of TREPAN utilising a continuous oracle model

International Journal of Data Analysis Techniques and Strategies
Dirichlet Gaussian mixture model: Application to image segmentation

Image and Vision Computing
Original article: Subtraction analysis based on self-organizing maps for an industrial wastewater treatment process

Mathematics and Computers in Simulation
Kernels for longitudinal data with variable sequence length and sampling intervals

Neural Computation
Semi-Supervised Learning with Measure Propagation

The Journal of Machine Learning Research
A novel pattern classification method for multivariate EMG signals using neural network

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Analyzing large image databases with the evolving tree

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Neural network combining classifier based on dempster-shafer theory for semantic indexing in video content

MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
A novel neural-network approach of analog fault diagnosis based on kernel discriminant analysis and particle swarm optimization

Applied Soft Computing
Stochastic global optimization as a filtering problem

Journal of Computational Physics
A fully automated pattern classification method of combining self-organizing map with generalization regression neural network

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
An exhaustive employment of neural networks to search the better configuration of magnetic signals in ITER machine

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
An excellent feature selection model using gradient-based and point injection techniques

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Combining neural networks and clustering techniques for object recognition in indoor video sequences

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
On class visualisation for high dimensional data: exploring scientific data sets

DS'06 Proceedings of the 9th international conference on Discovery Science
The core method: connectionist model generation

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A relevance feedback approach for content based image retrieval using gaussian mixture models

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Local selection of model parameters in probability density function estimation

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Financial application of neural networks: two case studies in greece

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A neural model in anti-spam systems

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A neural model in intrusion detection systems

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A simple rule extraction method using a compact RBF neural network

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
On the use of hyperspheres in artificial immune systems as antibody recognition regions

ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Performance prediction and automated tuning of randomized and parametric algorithms

CP'06 Proceedings of the 12th international conference on Principles and Practice of Constraint Programming
Feature reduction techniques for power system security assessment

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Sound quality evaluation based on artificial neural network

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Probabilistic linear discriminant analysis

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Fuzzy relational neural network for data analysis

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
Linear regression model-guided clustering for training RBF networks for regression problems

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
Towards hands-free interfaces based on real-time robust facial gesture recognition

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Speech technologies in a computer-aided speech therapy system

ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
Self-organizing maps as substitutes for k-means clustering

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Protein classification with multiple algorithms

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Object recognition in indoor video sequences by classifying image segmentation regions using neural networks

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Nonlinear modeling of dynamic cerebral autoregulation using recurrent neural networks

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
A simple feature reduction method for the detection of long biological signals

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Expression recognition using elastic graph matching

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Kernel methods for clustering

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
NEC: a hierarchical agglomerative clustering based on fisher and negentropy information

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Environmental time series prediction by improved classical feed-forward neural networks

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Estimating predictive variances with kernel ridge regression

MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
The 2005 PASCAL visual object classes challenge

MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Bayesian hierarchical mixtures of experts

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Natural inspiration for artificial adaptivity: some neurocomputing experiences in robotics

UC'05 Proceedings of the 4th international conference on Unconventional Computation
A probabilistic clustering-projection model for discrete data

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Algorithms and software for collaborative discovery from autonomous, semantically heterogeneous, distributed information sources

ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Application of bayesian techniques for MLPs to financial time series forecasting

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Classification of bluffing behavior and affective attitude from prefrontal surface encephalogram during on-line game

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Neural network techniques for host anomaly intrusion detection using fixed pattern transformation

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Bayesian radial basis function neural network

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
VisMed: a visual vocabulary approach for medical image indexing and retrieval

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A structured learning approach to semantic photo indexing and query

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A bayesian approach for weighting boundary and region information for segmentation

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Multi-dimensional mutual information based robust image registration using maximum distance-gradient-magnitude

IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Principles of employing a self-organizing map as a frequent itemset miner

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Accurate and robust image superresolution by neural processing of local image representations

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Training HMM/ANN hybrid speech recognizers by probabilistic sampling

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Performance estimation of a neural network-based controller

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Grasping control of robot hand using fuzzy neural network

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Vehicle classification in wireless sensor networks based on rough neural network

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Learning shape for jet engine novelty detection

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Improving population estimation with neural network models

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Dimensionality reduction and main component extraction of mass spectrometry cancer data

Knowledge-Based Systems
Learning Bayesian network classifiers by risk minimization

International Journal of Approximate Reasoning
Multi-objective hybrid evolutionary algorithms for radial basis function neural network design

Knowledge-Based Systems
Application of an intuitive novelty metric for jet engine condition monitoring

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Ant based fuzzy modeling applied to marble classification

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Multi-modal image registration using the generalized survival exponential entropy

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Towards autonomic networks

AN'06 Proceedings of the First IFIP TC6 international conference on Autonomic Networking
Cogito componentiter ergo sum

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
The criticality of spare parts evaluating model using artificial neural network approach

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
A novel nonlinear neural network ensemble model for financial time series forecasting

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
A variational formulation for the multilayer perceptron

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Active learning with the probabilistic RBF classifier

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Letters: Daily maximum load forecasting of consecutive national holidays using OSELM-based multi-agents system with weighted average strategy

Neurocomputing
Improving convergence performance of pagerank computation based on step-length calculation approach

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Maximum echo-state-likelihood networks for emotion recognition

ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Exploiting evolution for an adaptive drift-robust classifier in chemical sensing

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Grammatical evolution of neural networks for discovering epistasis among quantitative trait loci

EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Transductive knowledge based fuzzy inference system for personalized modeling

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Probabilistic principal surface classifier

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Neuro-fuzzy inference system to learn expert decision: between performance and intelligibility

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
A model based method for automatic facial expression recognition

ECML'05 Proceedings of the 16th European conference on Machine Learning
CEU-UPV English-Spanish system for WMT11

WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
On-line principal component analysis with application to process modeling

Neurocomputing
A novel training algorithm for RBF neural network using a hybrid fuzzy clustering approach

Fuzzy Sets and Systems
Optimising two-stage recognition systems

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Over-Fitting in ensembles of neural network classifiers within ECOC frameworks

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Evolutionary multi-objective optimization for simultaneous generation of signal-type and symbol-type representations

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Relevance feedback document retrieval using support vector machines

AM'03 Proceedings of the Second international conference on Active Mining
Genetically optimized hybrid fuzzy neural networks in modeling software data

MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Meta-data: characterization of input features for meta-learning

MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Determining regularization parameters for derivative free neural learning

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Neural expert model applied to phonemes recognition

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Combining one-class classifiers for robust novelty detection in gene expression data

BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
A neural adaptive algorithm for feature selection and classification of high dimensionality data

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
A probabilistic approach to finding geometric objects in spatial datasets of the milky way

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Towards a methodology to search for near-optimal representations in classification problems

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
A genetic approach to data dimensionality reduction using a special initial population

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Minimal RBF networks by gaussian mixture model

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Feature discovery in classification problems

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Decoding stimulus-related information from single-trial EEG responses based on voltage topographies

Pattern Recognition
Comparative pixel-level exudate recognition in colour retinal images

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
A hybrid approach to statistical language modeling with multilayer perceptrons and unigrams

TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
Automatic MLP weight regularization on mineralization prediction tasks

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Prostate segmentation using pixel classification and genetic algorithms

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Hybrid engine for polymorphic shellcode detection

DIMVA'05 Proceedings of the Second international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Object recognition via local patch labelling

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Multi channel sequence processing

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Bayesian kernel learning methods for parametric accelerated life survival analysis

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Guiding local regression using visualisation

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Integrating binding site predictions using non-linear classification methods

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Gene selection and classification of human lymphoma from microarray data

ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Using dual eye-tracking to unveil coordination and expertise in collaborative Tetris

BCS '10 Proceedings of the 24th BCS Interaction Specialist Group Conference
A new two-step gradient-based backpropagation training method for neural networks

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
A bio-inspired fusion method for data visualization

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
User preferences based software defect detection algorithms selection using MCDM

Information Sciences: an International Journal
Identification of the acoustic fault sources of underwater vehicles based on modular structure variable RBF network

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Memetic algorithms to product-unit neural networks for regression

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Statistical ensemble method (SEM): a new meta-machine learning approach based on statistical techniques

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Fast classification with neural networks via confidence rating

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Multilayer perceptrons applied to traffic sign recognition tasks

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Input and structure selection for k-NN approximator

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Study of a committee of neural networks for biometric hand-geometry recognition

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Model selection and weight sharing of multi-layer perceptrons

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Efficient calculation of the gauss-newton approximation of the hessian matrix in neural networks

Neural Computation
Massive data mining for polymorphic code detection

MMM-ACNS'05 Proceedings of the Third international conference on Mathematical Methods, Models, and Architectures for Computer Network Security
Data-driven based model for flow prediction of steam system in steel industry

Information Sciences: an International Journal
Distance-Intensity for image registration

CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
A generative model for multi class object recognition and detection

TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
Simple and effective connectionist nonparametric estimation of probability density functions

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Multiple neural networks for facial feature localization in orientation-free face images

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Unsupervised case memory organization: analysing computational time and soft computing capabilities

ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Nonlinear speech processing: overview and possibilities in speech coding

Nonlinear Speech Modeling and Applications
Text independent methods for speech segmentation

Nonlinear Speech Modeling and Applications
On the usefulness of almost-redundant information for pattern recognition

Nonlinear Speech Modeling and Applications
Empathic computing

Ambient Intelligence in Everyday Life
Matching 2d image segments with genetic algorithms and approximation spaces

Transactions on Rough Sets V
Efficient multilabel classification algorithms for large-scale problems in the legal domain

Semantic Processing of Legal Texts
Bayesian learning for feed-forward neural network with application to proteomic data: the glycosylation sites detection of the epidermal growth factor-like proteins associated with cancer as a case study

AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
RBF nets in faults localization

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
RBF neural network for probability density function estimation and detecting changes in multivariate processes

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A neural network approach to real-time discrete tomography

IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
Classification of bio-data with small data set using additive factor model and SVM

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Reducing features from pejibaye palm DNA marker for an efficient classification

NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Metabolic p system flux regulation by artificial neural networks

WMC'09 Proceedings of the 10th international conference on Membrane Computing
Class-Separability weighting and bootstrapping in error correcting output code ensembles

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Improving boosting methods by generating specific training and validation sets

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Comparing support vector machines and feed-forward neural networks with similar parameters

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Functional networks and analysis of variance for feature selection

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Neural network models for language acquisition: a brief survey

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Air quality prediction in yinchuan by using neural networks

ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
A classifier-assisted framework for expensive optimization problems: a knowledge-mining approach

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Pattern classification using radial basis function neural networks enhanced with the rvachev function method

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Predicting the behavior of the interaction of acetylthiocholine, ph and temperature of an acetylcholinesterase sensor

MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Enhancement and cleaning of handwritten data by using neural networks

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
MLP internal representation as discriminative features for improved speaker recognition

NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Genetic programming and neural networks feedback linearization for modeling and controlling complex pharmacogenomic systems

WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
NEC for gene expression analysis

WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
Segmentation-Driven recognition applied to numerical field extraction from handwritten incoming mail documents

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Evaluation of color image segmentation algorithms based on histogram thresholding

VLBV'05 Proceedings of the 9th international conference on Visual Content Processing and Representation
Preprocessing unbalanced data using support vector machine

Decision Support Systems
Structural fault diagnosis of rotating machinery based on distinctive frequency components and support vector machines

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Application of wavelets and kernel methods to detection and extraction of behaviours of freshwater mussels

FGIT'11 Proceedings of the Third international conference on Future Generation Information Technology
Comparison of combined probabilistic connectionist models in a forensic application

PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning
An unsupervised feature selection framework based on clustering

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Random search for hyper-parameter optimization

The Journal of Machine Learning Research
Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics

The Journal of Machine Learning Research
Pattern synthesis using fuzzy partitions of the feature set for nearest neighbor classifier design

MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques

Journal of Medical Systems
Evidential evolving Gustafson--Kessel algorithm for online data streams partitioning using belief function theory

International Journal of Approximate Reasoning
Local and global structure preserving based feature selection

Neurocomputing
Pixel-based machine learning in medical imaging

Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
A New Unsupervised Feature Ranking Method for Gene Expression Data Based on Consensus Affinity

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Adopting curvilinear component analysis to improve software cost estimation accuracy: model, application strategy, and an experimental verification

EASE'08 Proceedings of the 12th international conference on Evaluation and Assessment in Software Engineering
Quasar selection from combined radio and optical surveys using neural networks

ADA'04 Proceedings of the 3rd international conference on Astronomical Data Analysis
Local model network based dynamic battery cell model identification

IMMURO'12 Proceedings of the 11th WSEAS international conference on Instrumentation, Measurement, Circuits and Systems, and Proceedings of the 12th WSEAS international conference on Robotics, Control and Manufacturing Technology, and Proceedings of the 12th WSEAS international conference on Multimedia Systems & Signal Processing
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines

Artificial Intelligence in Medicine
Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection

Artificial Intelligence in Medicine
WeAidU-a decision support system for myocardial perfusion images using artificial neural networks

Artificial Intelligence in Medicine
Use of genetic algorithms for neural networks to predict community-acquired pneumonia

Artificial Intelligence in Medicine
A Bayesian neural network approach for modelling censored data with an application to prognosis after surgery for breast cancer

Artificial Intelligence in Medicine
Genetic design of feature spaces for pattern classifiers

Artificial Intelligence in Medicine
Self-organizing map for cluster analysis of a breast cancer database

Artificial Intelligence in Medicine
Comparison of neural network predictors in the classification of tracheal-bronchial breath sounds by respiratory auscultation

Artificial Intelligence in Medicine
Automatic analysis of auditory nerve electrically evoked compound action potential with an artificial neural network

Artificial Intelligence in Medicine
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders

Artificial Intelligence in Medicine
A sequential neural network model for diabetes prediction

Artificial Intelligence in Medicine
Bayesian fluorescence in situ hybridisation signal classification

Artificial Intelligence in Medicine
Applying spatial distribution analysis techniques to classification of 3D medical images

Artificial Intelligence in Medicine
Blood sugar regularization based evolutionary algorithm for data classification

Applied Soft Computing
Graph embedding in vector spaces by node attribute statistics

Pattern Recognition
Multilayer-Perceptron network ensemble modeling with genetic algorithms for the capacity of bolted lap joint

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Application of neural networks in assessing changes around implant after total hip arthroplasty

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction

Mathematical and Computer Modelling: An International Journal
Graph embedding based feature selection

Neurocomputing
Novel weighting in single hidden layer feedforward neural networks for data classification

Computers & Mathematics with Applications
From synapses to rules

Cognitive Systems Research
A modular neural network for direction-of-arrival estimation of two sources

Neurocomputing
Exploring probabilistic localized video representation for human action recognition

Multimedia Tools and Applications
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis

Journal of Medical Systems
Aircraft interior failure pattern recognition utilizing text mining and neural networks

Journal of Intelligent Information Systems
Direct posterior confidence for out-of-vocabulary spoken term detection

ACM Transactions on Information Systems (TOIS)
Gear dynamics monitoring using discrete wavelet transformation and multi-layer perceptron neural networks

Applied Soft Computing
Modelling and prediction of particulate matter, NOx, and performance of a diesel vehicle engine under rare data using relevance vector machine

Journal of Control Science and Engineering - Special issue on Advanced Control in Micro-/Nanosystems
Suitability of V1 energy models for object classification

Neural Computation
Reliability-based condition assessment of in-service bridges using mixture distribution models

Computers and Structures
Selection of vocal features for Parkinson's Disease diagnosis

International Journal of Data Mining and Bioinformatics
Mal-ID: automatic malware detection using common segment analysis and meta-features

The Journal of Machine Learning Research
Quality of classification explanations with PRBF

Neurocomputing
Quantile based decision making rule of the neural networks committee for ill-posed approximation problems

Neurocomputing
Consumer micro-behavior and TV viewership patterns: data analytics for the two-way set-top box

Proceedings of the 14th Annual International Conference on Electronic Commerce
Nonlinear blind source separation applied to a simple bijective model

ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Learning from socio-economic characteristics of IP geo-locations for cybercrime prediction

International Journal of Business Intelligence and Data Mining
Electricity consumption time series profiling: a data mining application in energy industry

ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Automatic detection of photoresist residual layer in lithography using a neural classification approach

Microelectronic Engineering
Near Sets. Special Theory about Nearness of Objects

Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
On the pattern recognition and classification of stochastically episodic events

Transactions on Compuational Collective Intelligence VI
Comparing ANN, LDA, QDA, KNN and SVM algorithms in classifying relaxed and stressful mental state from two-channel prefrontal EEG data

International Journal of Artificial Intelligence and Soft Computing
Real-time information processing of environmental sensor network data using bayesian gaussian processes

ACM Transactions on Sensor Networks (TOSN)
Simultaneous tracking of multiple objects for augmented reality applications

EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Software development effort prediction of industrial projects applying a general regression neural network

Empirical Software Engineering
Topological estimation using witness complexes

SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Estimation of sleepiness using pupillary response and its frequency components

International Journal of Bioinformatics Research and Applications
Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006

CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Local model network identification for online engine modelling

Information Sciences: an International Journal
Expectation-maximization algorithm with total variation regularization for vector-valued image segmentation

Journal of Visual Communication and Image Representation
Mobile robot navigation: neural Q-learning

International Journal of Computer Applications in Technology
A neural-based approach for extending OLAP to prediction

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
On performance analysis of optical flow algorithms

Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
ISABoost: A weak classifier inner structure adjusting based AdaBoost algorithm-ISABoost based application in scene categorization

Neurocomputing
Artificial neural networks and data compression statistics for the discrimination of cultured neuronal activity

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Biologically plausible multi-dimensional reinforcement learning in neural networks

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
A new neural data analysis approach using ensemble neural network rule extraction

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Feature-based Type Identification of File Fragments

Security and Communication Networks
A Cooperative Ant Colony Optimization-Genetic Algorithm approach for construction of energy demand forecasting knowledge-based expert systems

Knowledge-Based Systems
Soft computing techniques in ensemble precipitation nowcast

Applied Soft Computing
High-throughput 3D modelling of plants for phenotypic analysis

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Application of sampling theory to forecast ozone by neural network

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Radial basis function neural networks applied to efficient QRST cancellation in atrial fibrillation

Computers in Biology and Medicine
On the detection of tracks in spectrogram images

Pattern Recognition
Self-organizing approach for learning the forward kinematic multiple solutions of parallel manipulators

Robotica
Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design

Neural Computation
Maximum weight and minimum redundancy: A novel framework for feature subset selection

Pattern Recognition
Linking the Popularity of Online Trading with Consumers' Concerns for Reputation and Identity Theft

International Journal of Business Data Communications and Networking
Agent-Based approach to RBF network training with floating centroids

ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Scalable analysis for large social networks: the data-aware mean-field approach

SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Learning Fuzzy Network Using Sequence Bound Global Particle Swarm Optimizer

International Journal of Fuzzy System Applications
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds

International Journal of Computer Vision
Information Hiding by Machine Learning: A Method of Key Generation for Information Extracting Using Neural Network

International Journal of Organizational and Collective Intelligence
On evaluating stream learning algorithms

Machine Learning
Secure Key Generation for Static Visual Watermarking by Machine Learning in Intelligent Systems and Services

International Journal of Systems and Service-Oriented Engineering
Multiclass classification machines with the complexity of a single binary classifier

Signal Processing
Study on evolution of the artificial flying creature controlled by neuro-evolution

Artificial Life and Robotics
Modeling daily patient arrivals at Emergency Department and quantifying the relative importance of contributing variables using artificial neural network

Decision Support Systems
Wavelet-ANN model for nutrient load predictions in rivers

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Efficient semi-supervised feature selection with noise insensitive trace ratio criterion

Neurocomputing
Dimension estimation of image manifolds by minimal cover approximation

Neurocomputing
Exploiting deep neural networks for detection-based speech recognition

Neurocomputing
Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

Neurocomputing
Prediction of relevance between requests and web services using ANN and LR models

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Performance potential of optimization phase selection during dynamic JIT compilation

Proceedings of the 9th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Evolving artificial neural networks for nonlinear feature construction

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework

Knowledge-Based Systems
An improvement in RBF learning algorithm based on PSO for real time applications

Neurocomputing
Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems

Information Sciences: an International Journal
Risk group detection and survival function estimation for interval coded survival methods

Neurocomputing
Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks

Artificial Intelligence in Medicine
A novel hybrid neural learning algorithm using simulated annealing and quasisecant method

AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Distance estimation in numerical data sets with missing values

Information Sciences: an International Journal
A novel neural network approach to cDNA microarray image segmentation

Computer Methods and Programs in Biomedicine
Markov Chain Monte Carlo Modular Ensemble Tracking

Image and Vision Computing
Parameter optimization of simulation models for material supply in an emergent disaster based on support vector machine

Simulation
Minimum distance estimation in a finite mixture regression model

Journal of Multivariate Analysis
Sparse activity and sparse connectivity in supervised learning

The Journal of Machine Learning Research
Base Model Combination Algorithm for Resolving Tied Predictions for K-Nearest Neighbor OVA Ensemble Models

INFORMS Journal on Computing
3D Deformable Super-Resolution for Multi-Camera 3D Face Scanning

Journal of Mathematical Imaging and Vision
A Probabilistic Neural Network-Based Module for Recognition of Objects from their 3-D Images

International Journal of System Dynamics Applications
One class random forests

Pattern Recognition
A two-layer framework for appearance based recognition using spatial and discriminant influences

Neurocomputing
Scalable multimedia content analysis on parallel platforms using python

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Smoothed emphasis for boosting ensembles

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Minimal learning machine: a new distance-based method for supervised learning

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Sea clutter neural network classifier: feature selection and MLP design

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Indoor activity recognition by combining one-vs.-all neural network classifiers exploiting wearable and depth sensors

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
A flexible 3D cerebrovascular extraction from TOF-MRA images

Neurocomputing
Evidential classifier for imprecise data based on belief functions

Knowledge-Based Systems
Online single EEG channel based automatic sleep staging

EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: applications and services - Volume Part II
Time-dependent series variance learning with recurrent mixture density networks

Neurocomputing
Online learning of single-and multivalued functions with an infinite mixture of linear experts

Neural Computation
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining

INFORMS Journal on Computing
Analysis of cross-price effects on markdown policies by using function approximation techniques

Knowledge-Based Systems
Approximate polytope ensemble for one-class classification

Pattern Recognition
A bi-level belief rule based decision support system for diagnosis of lymph node metastasis in gastric cancer

Knowledge-Based Systems
Automated detection of atrial fibrillation using Bayesian paradigm

Knowledge-Based Systems
PREC: practical root exploit containment for android devices

Proceedings of the 4th ACM conference on Data and application security and privacy
Towards automated appliance recognition using an EMF sensor in NILM platforms

Advanced Engineering Informatics
Automated morphological classification of lung cancer subtypes using H&E tissue images

Machine Vision and Applications
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles

Machine Vision and Applications
Exploiting the relationships among several binary classifiers via data transformation

Pattern Recognition
Neural network language models for off-line handwriting recognition

Pattern Recognition
Variance sensitivity analysis of parameters for pruning of a multilayer perceptron: application to a sawmill supply chain simulation model

Advances in Artificial Neural Systems
Zebra mussels' behaviour detection, extraction and classification using wavelets and kernel methods

Future Generation Computer Systems
A novel approach to polarimetric SAR data processing based on Nonlinear PCA

Pattern Recognition
Dynamic Fuzzy Neural Network Based Learning Algorithms for Ocular Artefact Reduction in EEG Recordings

Neural Processing Letters
Optimization of Intelligent Approach for Low-Cost INS/GPS Navigation System

Journal of Intelligent and Robotic Systems
Neural network modeling of vector multivariable functions in ill-posed approximation problems

Journal of Computer and Systems Sciences International
A novel framework for concept detection on large scale video database and feature pool

Artificial Intelligence Review
Performance divergence with data discrepancy: a review

Artificial Intelligence Review
Noisy Blind Signal-jamming Separation Algorithm Based on VBICA

Wireless Personal Communications: An International Journal
Application of artificial neural network for automatic detection of butterfly species using color and texture features

The Visual Computer: International Journal of Computer Graphics
Application of Linear Regression Classification to low-dimensional datasets

Neurocomputing
Pairwise FCM based feature weighting for improved classification of vertebral column disorders

Computers in Biology and Medicine
Efficient algorithm for automatic road sign recognition and its hardware implementation

Journal of Real-Time Image Processing
A belief classification rule for imprecise data

Applied Intelligence
Lung cancer survival prediction using ensemble data mining on SEER data

Scientific Programming - Biological Knowledge Discovery and Data Mining
Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreĭn Spaces

Neural Processing Letters
A statistical simulation technique to develop and evaluate conversational agents

AI Communications
Text-independent speaker identification system based on the histogram of DCT-cepstrum coefficients

International Journal of Knowledge-based and Intelligent Engineering Systems
Efficiently explaining the predictions of a probabilistic radial basis function classification network

Intelligent Data Analysis
Multimodal fingerprint verification by score-level fusion: An experimental investigation

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Sparse Ridgelet Kernel Regressor and its online sequential extreme learning

Neurocomputing

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Abstract

From the Publisher:This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modelling probability density functions and the properties and merits of the multi-layer perceptron and radial basis function network models. Also covered are various forms of error functions, principal algorithms for error function minimalization, learning and generalization in neural networks, and Bayesian techniques and their applications. Designed as a text, with over 100 exercises, this fully up-to-date work will benefit anyone involved in the fields of neural computation and pattern recognition.