Exploration of text collections with hierarchical feature maps
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Note on free lunches and cross-validation
Neural Computation
Proceedings of the 6th international conference on Artificial intelligence and law
The Optimum Class-Selective Rejection Rule
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning - Special issue on learning with probabilistic representations
Decision Rule for Pattern Classification by Integrating Interval Feature Values
IEEE Transactions on Pattern Analysis and Machine Intelligence
Temporal sequence learning and data reduction for anomaly detection
CCS '98 Proceedings of the 5th ACM conference on Computer and communications security
Bayesian radial basis functions of variable dimension
Neural Computation
Bayesian Classification With Gaussian Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Choice of Basis for Laplace Approximation
Machine Learning
Hierarchical Discriminant Analysis for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Further results on the margin distribution
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Mixture Density Estimation Based on Maximum Likelihood and Sequential Test Statistics
Neural Processing Letters
Generalized additive neural networks
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Parameter convergence and learning curves for neural networks
Neural Computation
intelligence
Analysis of Class Separation and Combination of Class-Dependent Features for Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fuzzy rule extraction from GIS data with a neural fuzzy system for decision making
Proceedings of the 7th ACM international symposium on Advances in geographic information systems
Temporal sequence learning and data reduction for anomaly detection
ACM Transactions on Information and System Security (TISSEC)
Comparison of approximate methods for handling hyperparameters
Neural Computation
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fundamental Limits of Bayesian Inference: Order Parameters and Phase Transitions for Road Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tissue classification with gene expression profiles
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Class prediction and discovery using gene expression data
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Analyzing human gait patterns for malfunction detection
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Probabilistic Modeling and Recognition of 3-D Objects
International Journal of Computer Vision
Intelligent Data Analysis for Protein Disorder Prediction
Artificial Intelligence Review - Issues on the application of data mining
Olfactory Classification via Interpoint Distance Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Data Association Methods for Tracking Complex Visual Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning with Nearest Neighbour Classifiers
Neural Processing Letters
Automatic text representation, classification and labeling in European law
Proceedings of the 8th international conference on Artificial intelligence and law
Data mining techniques to improve forecast accuracy in airline business
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Unsupervised and supervised learning in radial-basis-function networks
Self-Organizing neural networks
ACM Transactions on Computer Systems (TOCS)
Stochastic Neural Computation II: Soft Competitive Learning
IEEE Transactions on Computers
Active Object Recognition: Looking for Differences
International Journal of Computer Vision - Special issue: Research at McGill University
Security and fraud detection in mobile and wireless networks
Handbook of wireless networks and mobile computing
Upper Bounds for Error Rates of Linear Combinations of Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Remembrance of circuits past: macromodeling by data mining in large analog design spaces
Proceedings of the 39th annual Design Automation Conference
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Classification trees in APL: implementation and application
Proceedings of the 2001 conference on APL: an arrays odyssey
Model complexity control and statisticallearning theory
Natural Computing: an international journal
Polyhedral separability through successive LP
Journal of Optimization Theory and Applications
A visualization model based on adjacency data
Decision Support Systems
Bootstrapping to Assess and Improve Atmospheric Prediction Models
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
Text Categorization Based on Regularized Linear Classification Methods
Information Retrieval
Explanatory Analysis of the Metabolome Using Genetic Programming of Simple, Interpretable Rules
Genetic Programming and Evolvable Machines
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
Probabilistic Tracking with Exemplars in a Metric Space
International Journal of Computer Vision - Marr Prize Special Issue
Bayesian Model Estimation and Selection for Epipolar Geometry and Generic Manifold Fitting
International Journal of Computer Vision
Adaptive Metric Kernel Regression
Journal of VLSI Signal Processing Systems
Agglomerative Learning Algorithms for General Fuzzy Min-Max Neural Network
Journal of VLSI Signal Processing Systems
Applying classification algorithms in practice
Statistics and Computing
Bump hunting in high-dimensional data
Statistics and Computing
Metric-Based Methods for Adaptive Model Selection and Regularization
Machine Learning
Radial basis function networks in A+
APL '02 Proceedings of the 2002 conference on APL: array processing languages: lore, problems, and applications
A HMM approach to the estimation of random trajectories on manifolds
Signal Processing
Fuzzy logic and meteorological variables: a case study of solar irradiance
Fuzzy Sets and Systems
A Greedy EM Algorithm for Gaussian Mixture Learning
Neural Processing Letters
Identification of lithofacies using Kohonen self-organizing maps
Computers & Geosciences
A Lamarckian Approach for Neural Network Training
Neural Processing Letters
Data Mining: An Industrial Research Perspective
IEEE Computational Science & Engineering
Pattern Discovery by Residual Analysis and Recursive Partitioning
IEEE Transactions on Knowledge and Data Engineering
Fitting Optimal Piecewise Linear Functions Using Genetic Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Edge Detection: Learning and Evaluating Edge Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Subset Selection Using a Genetic Algorithm
IEEE Intelligent Systems
Dissimilarity representations allow for building good classifiers
Pattern Recognition Letters
A k-segments algorithm for finding principal curves
Pattern Recognition Letters
Learning cost-sensitive active classifiers
Artificial Intelligence
Bayesian learning and evolutionary parameter optimization
AI Communications - Special issue on KI-2001
Webmining: learning from the world wide web
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Neural networks with local receptive fields and superlinear VC Dimension
Neural Computation
Supervised dimension reduction of intrinsically low-dimensional data
Neural Computation
Feature extraction by shape-adapted local discriminant bases
Signal Processing
Contextual Priming for Object Detection
International Journal of Computer Vision
Model Generation of Neural Network Ensembles Using Two-Level Cross-Validation
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
parSOM: Using Parallelism to Overcome Memory Latency in Self-Organizing Neural Networks
HPCN Europe 2000 Proceedings of the 8th International Conference on High-Performance Computing and Networking
Toward Intelligent Systems: Calculi of Information Granules
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Evolutionary Computation Visualization: Application to G-PROP
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Genetic Algorithm Visualization Using Self-organizing Maps
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Cellular Automata and Genetic Algorithms for Parallel Problem Solving in Human Genetics
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
Discovering Task Neighbourhoods Through Landmark Learning Performances
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
The Foundational Theory of Optimal Bayesian Pairwise Linear Classifiers
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
A Simple Implementation of the Stochastic Discrimination for Pattern Recognition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Comparative Study of Some Issues Concerning Algorithm Recommendation Using Ranking Methods
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: 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
Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Can Perceptrons Identify Users of Body Lotion?
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Behavioral Market Segmentation of Binary Guest Survey Data with Bagged Clustering
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Natural Gradient and Multiclass NLDA Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Bundle Adjustment - A Modern Synthesis
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Analyzing Purchase Data by a Neural Net Extension of the Multinomial Logit Model
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Architecture Selection in NLDA Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Using SOM for Neural Network Visualization
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
Model Selection for Two View Geometry: A Review
Shape, Contour and Grouping in Computer Vision
A Formal-Physical Agenda for Recognition
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
Empirical Study of Recommender Systems Using Linear Classifiers
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Bayesian A* Tree Search with Expected O(N) Convergence Rates for Road Tracking
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
A Double-Loop Algorithm to Minimize the Bethe Free Energy
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Approximate Reasoning by Agents
CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
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
Evolutionary Subsethood Product Fuzzy Neural Network
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Bayesian Learning and Evolutionary Parameter Optimization
KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
DS '99 Proceedings of the Second International Conference on Discovery Science
Discovery of a Set of Nominally Conditioned Polynomials
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
Data-Driven Theory Refinement Using KBDistAl
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Nonmetric Multidimensional Scaling with Neural Networks
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Change Detection by Classification of a Multi-temporal Image
ISD '99 Selected Papers from the International Workshop on Integrated Spatial Databases, Digital Inages and GIS
Multiple Classification Systems in the Context of Feature Extraction and Selection
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Object Perception: Generative Image Models and Bayesian Inference
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Invariant Reference Points Methodology and Applications
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
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
Quantifying the Resilience of Inductive Classification Algorithms
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
The d-Dimensional Normal Distribution Case
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Hand Postures for Sonification Control
GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction
Theoretical Computer Science
Bagging improves uncertainty representation in evidential pattern classification
Technologies for constructing intelligent systems
Choosing k for two-class nearest neighbour classifiers with unbalanced classes
Pattern Recognition Letters
Circuit power estimation using pattern recognition techniques
Proceedings of the 2002 IEEE/ACM international conference on Computer-aided design
Pattern discovery in sequences under a Markov assumption
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Data visualisation and manifold mapping using the ViSOM
Neural Networks - New developments in self-organizing maps
Eighteenth national conference on Artificial intelligence
Data mining tasks and methods: Classification: classification methodology
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Equation fitting: multidimensional regression analysis
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
Industry: text mining with self-organizing maps
Handbook of data mining and knowledge discovery
Neural networks and the financial markets
Temporal information in gated stop consonants
Speech Communication
Clinical gait analysis by neural networks: issues and experiences
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Data visualization: ideas, methods, and problems
Informatics in education
Comparison of model selection for regression
Neural Computation
Advanced lectures on machine learning
LTF-C: architecture, training algorithm and applications of new neural classifier
Fundamenta Informaticae
Ho--Kashyap classifier with generalization control
Pattern Recognition Letters
The impact of missing data on data mining
Data mining
Intelligent data analysis
On learning multicategory classification with sample queries
Information and Computation
Adaptive Sparseness for Supervised Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Sparse bayesian learning and the relevance vector machine
The Journal of Machine Learning Research
Recommender systems using linear classifiers
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Some greedy learning algorithms for sparse regression and classification with mercer kernels
The Journal of Machine Learning Research
Logistic regression and artificial neural network classification models: a methodology review
Journal of Biomedical Informatics
Fusion of domain knowledge with data for structural learning in object oriented domains
The Journal of Machine Learning Research
On the Kernel Widths in Radial-Basis Function Networks
Neural Processing Letters
Detecting Interesting Exceptions from Medical Test Data with Visual Summarization
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Support Vector Data Description
Machine Learning
A General Model for Finite-Sample Effects in Training and Testing of Competing Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
State of the art on automatic road extraction for GIS update: a novel classification
Pattern Recognition Letters
Motion Estimation Using Statistical Learning Theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parameter detection of thin films from their x-ray reflectivity by support vector machines
Applied Numerical Mathematics
ACM SIGKDD Explorations Newsletter
Person identification using automatic integration of speech, lip, and face experts
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Robust mixture modelling using multivariate t-distribution with missing information
Pattern Recognition Letters
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information
Journal of VLSI Signal Processing Systems
Discriminatory mining of gene expression microarray data
Journal of VLSI Signal Processing Systems - Special issue on signal processing and neural networks for bioinformatics
Data-intensive analytics for predictive modeling
IBM Journal of Research and Development
Unsupervised clustering for nontextual web document classification
Decision Support Systems
Visual–Motor Coordination Using a Quantum Clustering Based Neural Control Scheme
Neural Processing Letters
Information Sciences: an International Journal - Special issue: Information technology
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
A review of vessel extraction techniques and algorithms
ACM Computing Surveys (CSUR)
Guided Cluster Discovery with Markov Model
Applied Intelligence
Fundamenta Informaticae
Signal Processing - Content-based image and video retrieval
Machine Learning
Statistics and Computing
Online Clustering Algorithms for Radar Emitter Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Linear-Time Wrappers to Identify Atypical Points: Two Subset Generation Methods
IEEE Transactions on Knowledge and Data Engineering
Combining partitions by probabilistic label aggregation
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
On Visualization and Aggregation of Nearest Neighbor Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
SOM-based algorithms for qualitative variables
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Self-organizing maps and clustering methods for matrix data
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Selection of Generative Models in Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Hidden Markov Models Using a Relation of Equivalence: Application to Automotive Designs
Data Mining and Knowledge Discovery
Magnification Control in Self-Organizing Maps and Neural Gas
Neural Computation
Words and pictures in the news
HLT-NAACL-LWM '04 Proceedings of the HLT-NAACL 2003 workshop on Learning word meaning from non-linguistic data - Volume 6
Stochastic Organization of Output Codes in Multiclass Learning Problems
Neural Computation
Resolution-Based Complexity Control for Gaussian Mixture Models
Neural Computation
Second-Order Learning Algorithm with Squared Penalty Term
Neural Computation
Reclassification as Supervised Clustering
Neural Computation
Gaussian Processes for Classification: Mean-Field Algorithms
Neural Computation
A Reinforcement Learning Approach to Online Clustering
Neural Computation
Deterioration of visual information in face classification using Eigenfaces and Fisherfaces
Machine Vision and Applications
How Online Learning Approaches Ornstein Uhlenbeck Processes
Neural Processing Letters
IEEE Transactions on Knowledge and Data Engineering
Effects of the neural network s-sigmoid function on KDD in the presence of imprecise data
Computers and Operations Research
Feature Extraction Using Information-Theoretic Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training a reciprocal-sigmoid classifier by feature scaling-space
Machine Learning
Swarm bias-variance analysis of an evolutionary neural network classifier
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Probabilistic anomaly detection in distributed computer networks
Science of Computer Programming
Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05
Learning Outdoor Color Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Assessing Approximate Inference for Binary Gaussian Process Classification
The Journal of Machine Learning Research
Optimality in detecting targets with unknown location
Signal Processing
World Wide Web
A linear wrapper for sample subset selection in atypical detection
Intelligent Data Analysis
Structural hidden Markov models: An application to handwritten numeral recognition
Intelligent Data Analysis
Minimax Entropy Principle and Its Application to Texture Modeling
Neural Computation
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
The Journal of Machine Learning Research
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation
The Journal of Machine Learning Research
On learning with dissimilarity functions
Proceedings of the 24th international conference on Machine learning
Data mining methodological weaknesses and suggested fixes
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Computers in Biology and Medicine
Journal of Visual Communication and Image Representation
Proceedings of the 44th annual Design Automation Conference
On the Bayes fusion of visual features
Image and Vision Computing
Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
A new mutual information based measure for feature selection
Intelligent Data Analysis
On the use of self-organizing maps for clustering and visualization
Intelligent Data Analysis
Hybrid systems of local basis functions
Intelligent Data Analysis
Intelligent Data Analysis
Intelligent document classification
Intelligent Data Analysis
Monitoring human information processing via intelligent data analysis of EEG recordings
Intelligent Data Analysis
A kernel optimization method based on the localized kernel Fisher criterion
Pattern Recognition
A novel fuzzy classifier based on product aggregation operator
Pattern Recognition
Development of an artificial neural network for helping to diagnose diseases in urology
Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Journal of Biomedical Informatics
ANN+GIS: An automated system for property valuation
Neurocomputing
A support system for predicting eBay end prices
Decision Support Systems
Designing of classifiers based on immune principles and fuzzy rules
Information Sciences: an International Journal
Genetic algorithm and neural network
AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
A fast fuzzy clustering algorithm
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
An error-counting network for pattern classification
Neurocomputing
International Journal of Business Intelligence and Data Mining
New Routes from Minimal Approximation Error to Principal Components
Neural Processing Letters
Neural networks learning methods for image processing applications
ESPOCO'05 Proceedings of the 4th WSEAS International Conference on Electronic, Signal Processing and Control
Visual recognition of speech consonants using facial movement features
Integrated Computer-Aided Engineering - Informatics in Control, Automation and Robotics
Deterministic neural classification
Neural Computation
Optimization of MLP/BP for character recognition using a modified alopex algorithm
International Journal of Knowledge-based and Intelligent Engineering Systems
A Model-Selection Framework for Multibody Structure-and-Motion of Image Sequences
International Journal of Computer Vision
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning
Information Sciences: an International Journal
Probabilistic optimized ranking for multimedia semantic concept detection via RVM
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Risk prediction and risk factors identification from imbalanced data with RPMBGA+
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Boosting: a classification method for remote sensing
International Journal of Remote Sensing
A projection pursuit algorithm for anomaly detection in hyperspectral imagery
Pattern Recognition
Visual Methods for Examining SVM Classifiers
Visual Data Mining
Adaptive Sparse Grid Classification Using Grid Environments
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Multitask Learning with Data Editing
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
On Concentration of Discrete Distributions with Applications to Supervised Learning of Classifiers
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks
ECML '07 Proceedings of the 18th European conference on Machine Learning
Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Clustering Quality and Topology Preservation in Fast Learning SOMs
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Nonlinear Principal Manifolds --- Adaptive Hybrid Learning Approaches
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Classification with a Reject Option using a Hinge Loss
The Journal of Machine Learning Research
A Bayesian network model for surface roughness prediction in the machining process
International Journal of Systems Science
A comparative study of simple online learning strategies for streaming data
WSEAS Transactions on Circuits and Systems
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
Computer Methods and Programs in Biomedicine
Computers in Biology and Medicine
Staging of upper limb lymphedema from routine lymphoscintigraphic examinations
Computers in Biology and Medicine
Debellor: A Data Mining Platform with Stream Architecture
Transactions on Rough Sets IX
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Exact bootstrap k-nearest neighbor learners
Machine Learning
Network anomaly detection based on wavelet analysis
EURASIP Journal on Advances in Signal Processing - Special issue on signal processing applications in network intrusion detection systems
Online learning strategies for classification of static data streams
DIWEB'08 Proceedings of the 8th WSEAS international conference on Distance learning and web engineering
Nearest neighbor editing aided by unlabeled data
Information Sciences: an International Journal
A Statistical Approach for Binary Vectors Modeling and Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
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
On numerical realizability of thermal convection
Journal of Computational Physics
Neural Network Optimization for Combinations in Identification Systems
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
Learning with Sequential Minimal Transductive Support Vector Machine
FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Discriminative Shape Alignment
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Discriminative model selection for belief net structures
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Soft computing for automated surface quality analysis of exterior car body panels
Applied Soft Computing
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 signal-to-noise approach to score normalization
Proceedings of the 18th ACM conference on Information and knowledge management
IEEE Transactions on Information Technology in Biomedicine
Construction of tunable radial basis function networks using orthogonal forward selection
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Semi-supervised classification method for dynamic applications
Fuzzy Sets and Systems
Classification Based on Combination of Kernel Density Estimators
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Acquiring and Classifying Signals from Nanopores and Ion-Channels
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
A real-time monitoring system for diesel and gasoline exhaust exposure
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
A data mining approach to solve the goal scoring problem
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning vector quantization with adaptive prototype addition and removal
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Benchmarking reservoir computing on time-independent classification tasks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Non-linear regression models for Approximate Bayesian Computation
Statistics and Computing
IEEE Transactions on Neural Networks
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Structural hidden Markov models based on stochastic context-free grammars
Control and Intelligent Systems
Singular value decomposition in additive, multiplicative, and logistic forms
Pattern Recognition
On the structure of the quadratic subspace in discriminant analysis
Journal of Multivariate Analysis
Real-time foreground-background segmentation using codebook model
Real-Time Imaging
Sparse Kernel ridge regression using backward deletion
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A pseudo-supervised approach to improve a recommender based on collaborative filtering
UM'03 Proceedings of the 9th international conference on User modeling
"Poor man" vote with M-ary classifiers: application to iris recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Bootstrap for model selection: linear approximation of the optimism
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
A study of ensemble of hybrid networks with strong regularization
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Split-merge incremental learning (SMILE) of mixture models
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Optimizing data transformations for classification tasks
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Efficient learning and feature selection in high-dimensional regression
Neural Computation
A computational auditory scene analysis-enhanced beamforming approach for sound source separation
EURASIP Journal on Advances in Signal Processing - Special issue on digital signal processing for hearing instruments
A projection pursuit index for large p small n data
Statistics and Computing
IEEE Transactions on Neural Networks
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms
Information Sciences: an International Journal
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training
Neural Processing Letters
Discrete visual features modeling via leave-one-out likelihood estimation and applications
Journal of Visual Communication and Image Representation
Autonomous and deterministic supervised fuzzy clustering with data imputation capabilities
Applied Soft Computing
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
The Journal of Machine Learning Research
Spatially adaptive sparse grids for high-dimensional data-driven problems
Journal of Complexity
Particle swarm optimization aided orthogonal forward regression for unified data modeling
IEEE Transactions on Evolutionary Computation
ACM Transactions on Information Systems (TOIS)
Facial expression recognition in JAFFE dataset based on Gaussian process classification
IEEE Transactions on Neural Networks
Fuzzy Support Vector Machine for bankruptcy prediction
Applied Soft Computing
An analysis of order dependence in k-NN
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Information Sciences: an International Journal
Bayesian kernel projections for classification of high dimensional data
Statistics and Computing
Modeling score distributions in information retrieval
Information Retrieval
Using Data Mining Techniques in Monitoring Diabetes Care. The Simpler the Better?
Journal of Medical Systems
A novel evolutionary clustering algorithm based on Gaussian mixture model
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
On the explicit use of example weights in the construction of classifiers
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
A neural network model for hierarchical multilingual text categorization
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Evaluating reliability of single classifications of neural networks
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Electrostatic field framework for supervised and semi-supervised learning from incomplete data
Natural Computing: an international journal
On-line classification of data streams with missing values based on reinforcement learning
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
International Journal of Systems, Control and Communications
Semi-supervised learning for mixed-type data via formal concept analysis
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Classification of Arrhythmia Using Hybrid Networks
Journal of Medical Systems
Deconvolutive clustering of markov states
ECML'06 Proceedings of the 17th European conference on Machine Learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
Feature reduction techniques for power system security assessment
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Pattern analysis of movement behavior of medaka (oryzias latipes): a decision tree approach
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Viseme classification for talking head application
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Redundant data processing based on rough-fuzzy approach
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Feature extraction for nonlinear classification
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Efficient parametric projection pursuit density estimation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Multi-attributes image analysis for the classification of web documents using unsupervised technique
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Improving learning by using artificial hints
Neurocomputing
On signal representations within the Bayes decision framework
Pattern Recognition
A new unsupervised anomaly detection framework for detecting network attacks in real-time
CANS'05 Proceedings of the 4th international conference on Cryptology and Network Security
Feature extraction and XML representation of plant leaf for image retrieval
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
A kernel optimization method based on the localized kernel fisher criterion
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Analog Integrated Circuits and Signal Processing
Data mining from a patient safety database: the lessons learned
Data Mining and Knowledge Discovery
A statistical method for determining importance of variables in an information system
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Unsupervised learning of image recognition with neural society for clustering
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
A hybrid classifier for mass classification with different kinds of features in mammography
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
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
Dimension reduction vs. variable selection
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Estimating the natural number of classes on hierarchically clustered multi-spectral images
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Fast viseme recognition for talking head application
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Ranking functions, perceptrons, and associated probabilities
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Bias management of bayesian network classifiers
DS'05 Proceedings of the 8th international conference on Discovery Science
Movement analysis of medaka (Oryzias Latipes) for an insecticide using decision tree
DS'05 Proceedings of the 8th international conference on Discovery Science
Evaluating major human resource information systems design characteristics an empirical study
International Journal of Business Information Systems
A context model for ubiquitous computing applications
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Nonlinear function learning by the normalized radial basis function networks
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Combining logical-type neuro-fuzzy systems
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Boosting ensemble of relational neuro-fuzzy systems
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A novel parameter refinement approach to one class support vector machine
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
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
A probabilistic approach for semi-supervised nearest neighbor classification
Pattern Recognition Letters
Global semantic classification of scenes using power spectrum templates
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Brain tumor classification based on long echo proton MRS signals
Artificial Intelligence in Medicine
Attribute selection method based on a hybrid BPNN and PSO algorithms
Applied Soft Computing
A weighted twin support vector regression
Knowledge-Based Systems
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Statistical Analysis and Data Mining
Effect of data discretization on the classification accuracy in a high-dimensional framework
International Journal of Intelligent Systems
3D Scene interpretation by combining probability theory and logic: The tower of knowledge
Computer Vision and Image Understanding
Artificial Intelligence in Medicine
Time---domain non-linear feature parameter for consonant classification
International Journal of Speech Technology
Self-organizing map for symbolic data
Fuzzy Sets and Systems
Bandwidth selection in kernel density estimators for multiple-resolution classification
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Multi-Agent systems in distributed computation
KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
Gene Selection Using Iterative Feature Elimination Random Forests for Survival Outcomes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Spatial measures between human poses for classification and understanding
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
Entropic feature discrimination ability for pattern classification based on neural IAL
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Designing Model Based Classifiers by Emphasizing Soft Targets
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
Fundamenta Informaticae
LTF-C: Architecture, Training Algorithm and Applications of New Neural Classifier
Fundamenta Informaticae
Using artificial intelligence to predict surface roughness in deep drilling of steel components
Journal of Intelligent Manufacturing
Automatic on-device filtering of social networking feeds
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
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
Have I seen you before? Principles of Bayesian predictive classification revisited
Statistics and Computing
Secure Bayesian model averaging for horizontally partitioned data
Statistics and Computing
Learning parsimonious dendritic classifiers
Neurocomputing
Computer Methods and Programs in Biomedicine
A data mining approach for diagnosis of coronary artery disease
Computer Methods and Programs in Biomedicine
Encoding through patterns: Regression tree-based neuronal population models
Neural Computation
Smoothed emphasis for boosting ensembles
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Estimating risk management in software engineering projects
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Customized products recommendation based on probabilistic relevance model
Journal of Intelligent Manufacturing
Information Sciences: an International Journal
A holonic approach to flexible flow shop scheduling under stochastic processing times
Computers and Operations Research
Advanced Engineering Informatics
Least squares twin parametric-margin support vector machine for classification
Applied Intelligence
International Journal of Bioinformatics Research and Applications
Lazy attribute selection: Choosing attributes at classification time
Intelligent Data Analysis
Semi-supervised learning on closed set lattices
Intelligent Data Analysis
Impact of noise on credit risk prediction: Does data quality really matter?
Intelligent Data Analysis
| Hi-index | 0.01 |
From the Publisher:Pattern recognition has long been studied in relation to many different (and mainly unrelated) applications, such as remote sensing, computer vision, space research, and medical imaging. In this book Professor Ripley brings together two crucial ideas in pattern recognition; statistical methods and machine learning via neural networks. Unifying principles are brought to the fore, and the author gives an overview of the state of the subject. Many examples are included to illustrate real problems in pattern recognition and how to overcome them.This is a self-contained account, ideal both as an introduction for non-specialists readers, and also as a handbook for the more expert reader.