An introduction to support Vector Machines: and other kernel-based learning methods

Authors:
Nello Cristianini;John Shawe-Taylor
Affiliations:
-;-
Venue:
An introduction to support Vector Machines: and other kernel-based learning methods
Year:
1999

Citing 0
Cited 2004

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Online Ranking by Projecting

Neural Computation
On Learning Vector-Valued Functions

Neural Computation
Adaptive Two-Pass Median Filter Based on Support Vector Machines for Image Restoration

Neural Computation
Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Encoding Model

Neural Computation
Canonical Correlation Analysis: An Overview with Application to Learning Methods

Neural Computation
Learning with generalization capability by kernal methods of bounded complexity

Journal of Complexity
Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors

IEEE Transactions on Knowledge and Data Engineering
Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance

IEEE Transactions on Pattern Analysis and Machine Intelligence
Geometric constraints solving: some tracks

Proceedings of the 2006 ACM symposium on Solid and physical modeling
Convex Kernel Underestimation of Functions with Multiple Local Minima

Computational Optimization and Applications
Nonconvex Piecewise-Quadratic Underestimation for Global Minimization

Journal of Global Optimization
Dialog generation for voice browsing

W4A '06 Proceedings of the 2006 international cross-disciplinary workshop on Web accessibility (W4A): Building the mobile web: rediscovering accessibility?
Classification using a sparse combination of basis functions

Acta Cybernetica
Identifying off-topic student essays without topic-specific training data

Natural Language Engineering
A web-based kernel function for measuring the similarity of short text snippets

Proceedings of the 15th international conference on World Wide Web
Detecting online commercial intention (OCI)

Proceedings of the 15th international conference on World Wide Web
Background knowledge for ontology construction

Proceedings of the 15th international conference on World Wide Web
Parameter estimation for statistical parsing models: theory and practice of distribution-free methods

New developments in parsing technology
A fast projected conjugate gradient algorithm for training support vector machines

Contemporary mathematics
On the smallest possible dimension and the largest possible margin of linear arrangements representing given concept classes

Theoretical Computer Science - Algorithmic learning theory(ALT 2002)
A methodology for comparing classifiers that allow the control of bias

Proceedings of the 2006 ACM symposium on Applied computing
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data

Proceedings of the 2006 ACM symposium on Applied computing
Detection of FHMA/MFSK signals based on SVM techniques

Proceedings of the 2006 international conference on Wireless communications and mobile computing
Hierarchical classification: combining Bayes with SVM

ICML '06 Proceedings of the 23rd international conference on Machine learning
Comprehensive Cardiovascular Image Analysis Using MR and CT at Siemens Corporate Research

International Journal of Computer Vision
Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine

Pattern Recognition Letters
Ho-Kashyap classifier with early stopping for regularization

Pattern Recognition Letters
Regularized discriminant analysis for high dimensional, low sample size data

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Extracting key-substring-group features for text classification

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering interesting patterns through user's interactive feedback

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying splice-junction sequences by hierarchical multiclassifier

Pattern Recognition Letters
Support vector machines in A+

ACM SIGAPL APL Quote Quad
Rule-Based Learning Systems for Support Vector Machines

Neural Processing Letters
An online support vector machine for abnormal events detection

Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Efficient optimization of support vector machine learning parameters for unbalanced datasets

Journal of Computational and Applied Mathematics
Using KCCA for Japanese---English cross-language information retrieval and document classification

Journal of Intelligent Information Systems
CLAIRE: A modular support vector image indexing and classification system

ACM Transactions on Information Systems (TOIS)
Text classification based on the bias of word frequency over categories

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Kernel rewards regression: an information efficient batch policy iteration approach

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Personal authentication based on generalized symmetric max minimal distance in subspace

ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples

Journal of Biomedical Informatics
Matching slides to presentation videos using SIFT and scene background matching

MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Automatic detection of group functional roles in face to face interactions

Proceedings of the 8th international conference on Multimodal interfaces
Efficient model selection for regularized linear discriminant analysis

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Modeling and Tracking of Transaction Flow Dynamics for Fault Detection in Complex Systems

IEEE Transactions on Dependable and Secure Computing
Extracting Actionable Knowledge from Decision Trees

IEEE Transactions on Knowledge and Data Engineering
Fast Kernel Classifiers with Online and Active Learning

The Journal of Machine Learning Research
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning

The Journal of Machine Learning Research
Data Preparation for Data Mining Using SAS

Data Preparation for Data Mining Using SAS
Some Equivalences between Kernel Methods and Information Theoretic Methods

Journal of VLSI Signal Processing Systems
Complexity of hyperconcepts

Theoretical Computer Science - Computing and combinatorics
A study on convolution kernels for shallow semantic parsing

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Dependency tree kernels for relation extraction

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Real-time detection of steam in video images

Pattern Recognition
Optimizing resources in model selection for support vector machine

Pattern Recognition
Domain kernels for word sense disambiguation

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Extracting relations with integrated information using kernel methods

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Using string-kernels for learning semantic parsers

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A deterministic word dependency analyzer enhanced with preference learning

COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A shortest path dependency kernel for relation extraction

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Flexible text segmentation with structured multilabel classification

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
The theoretical analysis of FDA and applications

Pattern Recognition
Feature representation and discrimination based on Gaussian mixture model probability densities-Practices and algorithms

Pattern Recognition
Using natural class hierarchies in multi-class visual classification

Pattern Recognition
Dual unification of bi-class support vector machine formulations

Pattern Recognition
Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces

Pattern Recognition
Classifying protein sequences using hydropathy blocks

Pattern Recognition
Sequence-driven features for prediction of subcellular localization of proteins

Pattern Recognition
Feature extraction and gating techniques for ultrasonic shaft signal classification

Applied Soft Computing
Support vector classifiers via gradient systems with discontinuous righthand sides

Neural Networks
Self-organizing learning array and its application to economic and financial problems

Information Sciences: an International Journal
Protein cellular localization prediction with Support Vector Machines and Decision Trees

Computers in Biology and Medicine
Ensemblator: An ensemble of classifiers for reliable classification of biological data

Pattern Recognition Letters
Predicting Gene Ontology functions based on support vector machines and statistical significance estimation

Neurocomputing
Fingerprint matching based on weighting method and the SVM

Neurocomputing
Sequence-similarity kernels for SVMs to detect anomalies in system calls

Neurocomputing
The effect of threshold values on association rule based classification accuracy

Data & Knowledge Engineering
Focusing on non-respondents: Response modeling with novelty detectors

Expert Systems with Applications: An International Journal
Wavelet time-frequency analysis and least squares support vector machines for the identification of voice disorders

Computers in Biology and Medicine
Identifying perspectives at the document and sentence levels using statistical models

NAACL-DocConsortium '06 Proceedings of the 2006 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume: doctoral consortium
Multi-kernel regularized classifiers

Journal of Complexity
Enabling soft queries for data retrieval

Information Systems
Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes

International Journal of Computer Vision
Locality preserving CCA with applications to data visualization and pose estimation

Image and Vision Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification

Image and Vision Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification

Image and Vision Computing
Masquerade detection based on SVM and sequence-based user commands profile

ASIACCS '07 Proceedings of the 2nd ACM symposium on Information, computer and communications security
A robust multilingual portable phrase chunking system

Expert Systems with Applications: An International Journal
Synthesis of maximum margin and multiview learning using unlabeled data

Neurocomputing
Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification

Information Sciences: an International Journal
K-T.R.A.C.E: A kernel k-means procedure for classification

Computers and Operations Research
Process-Specific Information for Learning Electronic Negotiation Outcomes

Fundamenta Informaticae
Efficient text chunking using linear kernel with masked method

Knowledge-Based Systems
SpamHunting: An instance-based reasoning system for spam labelling and filtering

Decision Support Systems
Biological shape characterization for automatic image recognition and diagnosis of protozoan parasites of the genus Eimeria

Pattern Recognition
Stylistic text classification using functional lexical features: Research Articles

Journal of the American Society for Information Science and Technology
Brief communication: Integrating subcellular location for improving machine learning models of remote homology detection in eukaryotic organisms

Computational Biology and Chemistry
Creating a quality map of a slate deposit using support vector machines

Journal of Computational and Applied Mathematics
Text classification: A least square support vector machine approach

Applied Soft Computing
Ranking neurons for mining structure-activity relations in biological neural networks: NeuronRank

Neurocomputing
Advanced learning algorithms for cross-language patent retrieval and classification

Information Processing and Management: an International Journal
On the generalization error of fixed combinations of classifiers

Journal of Computer and System Sciences
Google news personalization: scalable online collaborative filtering

Proceedings of the 16th international conference on World Wide Web
Learning to detect phishing emails

Proceedings of the 16th international conference on World Wide Web
Prediction in Marketing Using the Support Vector Machine

Marketing Science
Training a Support Vector Machine in the Primal

Neural Computation
Neighborhood Property--Based Pattern Selection for Support Vector Machines

Neural Computation
Learning linear PCA with convex semi-definite programming

Pattern Recognition
Online Passive-Aggressive Algorithms

The Journal of Machine Learning Research
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines

The Journal of Machine Learning Research
Worst-Case Analysis of Selective Sampling for Linear Classification

The Journal of Machine Learning Research
Maximum-Gain Working Set Selection for SVMs

The Journal of Machine Learning Research
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems

The Journal of Machine Learning Research
Kernel-Based Learning of Hierarchical Multilabel Classification Models

The Journal of Machine Learning Research
Adaptive Prototype Learning Algorithms: Theoretical and Experimental Studies

The Journal of Machine Learning Research
An Efficient Implementation of an Active Set Method for SVMs

The Journal of Machine Learning Research
Nonlinear Boosting Projections for Ensemble Construction

The Journal of Machine Learning Research
Noise Tolerant Variants of the Perceptron Algorithm

The Journal of Machine Learning Research
Statistical Consistency of Kernel Canonical Correlation Analysis

The Journal of Machine Learning Research
Value Regularization and Fenchel Duality

The Journal of Machine Learning Research
Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection

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
Location Estimation via Support Vector Regression

IEEE Transactions on Mobile Computing
Selection and Fusion of Color Models for Image Feature Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence
Text-Independent Writer Identification and Verification Using Textural and Allographic Features

IEEE Transactions on Pattern Analysis and Machine Intelligence
Identification of dynamic diagnostic models with the use of methodology of knowledge discovery in databases

Engineering Applications of Artificial Intelligence
Incremental support vector machines and their geometrical analyses

Neurocomputing
Multiplicative Updates for Nonnegative Quadratic Programming

Neural Computation
SVDD-Based Pattern Denoising

Neural Computation
A three-tier IDS via data mining approach

Proceedings of the 3rd annual ACM workshop on Mining network data
Efficacy of Interferon Treatment for Chronic Hepatitis C Predicted by Feature Subset Selection and Support Vector Machine

Journal of Medical Systems
Every Linear Threshold Function has a Low-Weight Approximator

Computational Complexity
A hybrid convolution tree kernel for semantic role labeling

COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Machine-learning-based transformation of passive japanese sentences into active by separating training data into each input particle

COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
A fast linear separability test by projection of positive points on subspaces

Proceedings of the 24th international conference on Machine learning
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM

Proceedings of the 24th international conference on Machine learning
Approximate maximum margin algorithms with rules controlled by the number of mistakes

Proceedings of the 24th international conference on Machine learning
Learning from interpretations: a rooted kernel for ordered hypergraphs

Proceedings of the 24th international conference on Machine learning
Discriminant kernel and regularization parameter learning via semidefinite programming

Proceedings of the 24th international conference on Machine learning
On the optimal working set size in serial and parallel support vector machine learning with the decomposition algorithm

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Rough set based 1-v-1 and 1-v-r approaches to support vector machine multi-classification

Information Sciences: an International Journal
Mean shift-based clustering

Pattern Recognition
Integrated kernels and their properties

Pattern Recognition
Automatic construction of feedforward/recurrent fuzzy systems by clustering-aided simplex particle swarm optimization

Fuzzy Sets and Systems
Relaxed online SVMs for spam filtering

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Design-silicon timing correlation: a data mining perspective

Proceedings of the 44th annual Design Automation Conference
Local decomposition for rare class analysis

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Applications of regularized least squares to pattern classification

Theoretical Computer Science
A support vector machine-based dynamic network for visual speech recognition applications

EURASIP Journal on Applied Signal Processing
Musical instrument timbres classification with spectral features

EURASIP Journal on Applied Signal Processing
New Least Squares Support Vector Machines Based on Matrix Patterns

Neural Processing Letters
Optimally regularised kernel Fisher discriminant classification

Neural Networks
The optimal design of weighted order statistics filters by using support vector machines

EURASIP Journal on Applied Signal Processing
Classification of underlying causes of power quality disturbances: deterministic versus statistical methods

EURASIP Journal on Applied Signal Processing
Incremental support vector machine framework for visual sensor networks

EURASIP Journal on Applied Signal Processing
Use of time-frequency analysis and neural networks for mode identification in a wireless software-defined radio approach

EURASIP Journal on Applied Signal Processing
Modified Kernel functions by geodesic distance

EURASIP Journal on Applied Signal Processing
Automatic metadata extraction and indexing for reusing e-learning multimedia objects

Workshop on multimedia information retrieval on The many faces of multimedia semantics
Soft computing system for bank performance prediction

Applied Soft Computing
Document page segmentation using neuro-fuzzy approach

Applied Soft Computing
Correlative multi-label video annotation

Proceedings of the 15th international conference on Multimedia
A surface-based approach for classification of 3D neuroanatomic structures

Intelligent Data Analysis
Perceptron and SVM learning with generalized cost models

Intelligent Data Analysis
Dynamic support vector machines for non-stationary time series forecasting

Intelligent Data Analysis
Improving the aggregating algorithm for regression

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Hyperplane algorithm - first step of the paired planes classification procedure

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Composite of adaptive support vector regression and nonlinear conditional heteroscedasticity tuned by quantum minimization for forecasts

Applied Intelligence
A convergent decomposition algorithm for support vector machines

Computational Optimization and Applications
Accurately learning from few examples with a polyhedral classifier

Computational Optimization and Applications
A bilinear formulation for vector sparsity optimization

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

Information Fusion
Authentication of Individuals using Hand Geometry Biometrics: A Neural Network Approach

Neural Processing Letters
Learning intersections of halfspaces with a margin

Journal of Computer and System Sciences
A kernel optimization method based on the localized kernel Fisher criterion

Pattern Recognition
A comparison of generalized linear discriminant analysis algorithms

Pattern Recognition
A general soft method for learning SVM classifiers with L1-norm penalty

Pattern Recognition
Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Nonsmooth Optimization Techniques for Semisupervised Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence
Weighted Graph Cuts without Eigenvectors A Multilevel Approach

IEEE Transactions on Pattern Analysis and Machine Intelligence
Local velocity-adapted motion events for spatio-temporal recognition

Computer Vision and Image Understanding
Multiplicative updates for non-negative projections

Neurocomputing
Language morphology offset: Text classification on a Croatian-English parallel corpus

Information Processing and Management: an International Journal
Kernel PCA for similarity invariant shape recognition

Neurocomputing
Ridgelet kernel regression

Neurocomputing
Letters: Exploiting multi-scale support vector regression for image compression

Neurocomputing
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality

Journal of Biomedical Informatics
Relation extraction and the influence of automatic named-entity recognition

ACM Transactions on Speech and Language Processing (TSLP)
Machine learning-based receiver operating characteristic (ROC) curves for crisp and fuzzy classification of DNA microarrays in cancer research

International Journal of Approximate Reasoning
A two-level approach to choose the cost parameter in support vector machines

Expert Systems with Applications: An International Journal
Forecast approach using neural network adaptation to support vector regression grey model and generalized auto-regressive conditional heteroscedasticity

Expert Systems with Applications: An International Journal
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
A weighted rough set based method developed for class imbalance learning

Information Sciences: an International Journal
Advances in analytics: integrating dynamic data mining with simulation optimization

IBM Journal of Research and Development - Business optimization
Incorporating feature hierarchy and boosting to achieve more effective classifier training and concept-oriented video summarization and skimming

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Incorporating prior knowledge in support vector regression

Machine Learning
Feature selection via sensitivity analysis of SVM probabilistic outputs

Machine Learning
Example-driven design of efficient record matching queries

VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Applying machine learning to software fault-proneness prediction

Journal of Systems and Software
Machine learning: a review of classification and combining techniques

Artificial Intelligence Review
Constructing the gene regulation-level representation of microarray data for cancer classification

Journal of Biomedical Informatics
Dynamic Hybrid Type Mining in an Intelligent e-Government Model

WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Classifier learning with a new locality regularization method

Pattern Recognition
Mining relational data from text: From strictly supervised to weakly supervised learning

Information Systems
A Modified Deterministic Annealing Algorithm for Robust Image Segmentation

Journal of Mathematical Imaging and Vision
Efficient computations of gapped string kernels based on suffix kernel

Neurocomputing
Support vector machine classification for large data sets via minimum enclosing ball clustering

Neurocomputing
Application of wrapper approach and composite classifier to the stock trend prediction

Expert Systems with Applications: An International Journal
Diversity of quantum optimizations for training adaptive support vector regression and its prediction applications

Expert Systems with Applications: An International Journal
Timing of resources exploration in the behavior of firm - Innovative approach and empirical simulation

Expert Systems with Applications: An International Journal
Intra-sentence segmentation based on support vector machines in English-Korean machine translation systems

Expert Systems with Applications: An International Journal
A Multi-criteria Convex Quadratic Programming model for credit data analysis

Decision Support Systems
Classifier learning with a new locality regularization method

Pattern Recognition
Biclustering in data mining

Computers and Operations Research
Optimizing the data-dependent kernel under a unified kernel optimization framework

Pattern Recognition
Aspects of discrete mathematics and probability in the theory of machine learning

Discrete Applied Mathematics
Multi-group support vector machines with measurement costs: A biobjective approach

Discrete Applied Mathematics
Adaptive Inverse Control of Excitation System with Actuator Uncertainty

Neural Processing Letters
Incentive compatible regression learning

Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Kernel-based learning for biomedical relation extraction

Journal of the American Society for Information Science and Technology
Multimodal support to group dynamics

Personal and Ubiquitous Computing - Special Issue: User-centred design and evaluation of ubiquitous groupware
Subsequence-based feature map for protein function classification

Computational Biology and Chemistry
A sequential multi-category classifier using radial basis function networks

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

Neurocomputing
Support vector machines for interval discriminant analysis

Neurocomputing
Predicting defect-prone software modules using support vector machines

Journal of Systems and Software
Model-free visualization of suspicious lesions in breast MRI based on supervised and unsupervised learning

Engineering Applications of Artificial Intelligence
Predicting WWW surfing using multiple evidence combination

The VLDB Journal — The International Journal on Very Large Data Bases
Quadratic kernel-free non-linear support vector machine

Journal of Global Optimization
Improved protein fold assignment using support vector machines

International Journal of Bioinformatics Research and Applications
Inferring protein-protein interaction networks from protein complex data

International Journal of Bioinformatics Research and Applications
Prediction of the disulphide bridges in proteins using SVM

International Journal of Bioinformatics Research and Applications
Radial basis networks for the simulation of stand alone AC generators during no-break power transfer

Proceedings of the 2007 Summer Computer Simulation Conference
Comparison of support-vector machines and back propagation neural networks in forecasting the six major Asian stock markets

International Journal of Electronic Finance
A comparison of reduced support vector machines

International Journal of Intelligent Systems Technologies and Applications
Real-time prediction of order flowtimes using support vector regression

Computers and Operations Research
Intelligent techniques for cigarette formula design

Mathematics and Computers in Simulation
Prediction of Protein Secondary Structure with two-stage multi-class SVMs

International Journal of Data Mining and Bioinformatics
Granular Kernel Trees with parallel Genetic Algorithms for drug activity comparisons

International Journal of Data Mining and Bioinformatics
Risk-sensitive loss functions for sparse multi-category classification problems

Information Sciences: an International Journal
Grasp recognition for uncalibrated data gloves: A machine learning approach

Presence: Teleoperators and Virtual Environments
Adapting Support Vector Machines for F-term-based Classification of Patents

ACM Transactions on Asian Language Information Processing (TALIP)
Easy web service discovery: A query-by-example approach

Science of Computer Programming
"How do you know that I don't understand?" A look at the future of intelligent tutoring systems

Computers in Human Behavior
Application of support vector machines and Gaussian mixture models for the detection of obstructive sleep apnoea based on the RR series

MATH'05 Proceedings of the 8th WSEAS International Conference on Applied Mathematics
Learning for accurate classification of real-time traffic

CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
Evolutionary design of multiclass support vector machines

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
Mixed-integer programming for kernel-based classifiers

ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Characterization of canonical robust template values for a class of uncoupled CNNs implementing linearly separable Boolean functions

ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Automatic evaluation of traffic sign visibility using SVM recognition methods

ISCGAV'05 Proceedings of the 5th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Index based approach for categorizing online news articles

CEA'08 Proceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
Detecting spam email by radial basis function networks

International Journal of Knowledge-based and Intelligent Engineering Systems
Image denosing based on wavelet support vector regression

Machine Graphics & Vision International Journal
Behavioral detection of malware on mobile handsets

Proceedings of the 6th international conference on Mobile systems, applications, and services
Automated diagnosis of sewer pipe defects based on machine learning approaches

Expert Systems with Applications: An International Journal
Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal

Expert Systems with Applications: An International Journal
An information granulation based data mining approach for classifying imbalanced data

Information Sciences: an International Journal
General support vector representation machine for one-class classification of non-stationary classes

Pattern Recognition
Rapid bootstrapping of statistical spoken dialogue systems

Speech Communication
Regularized least squares support vector regression for the simultaneous learning of a function and its derivatives

Information Sciences: an International Journal
Multiresolution image parametrization for improving texture classification

EURASIP Journal on Advances in Signal Processing
Informative sampling for large unbalanced data sets

Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble

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
Enabling human status awareness in assistive environments based on advanced sound and motion data classification

Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Training SVM with indefinite kernels

Proceedings of the 25th international conference on Machine learning
Optimized cutting plane algorithm for support vector machines

Proceedings of the 25th international conference on Machine learning
Robust matching and recognition using context-dependent kernels

Proceedings of the 25th international conference on Machine learning
A generalization of Haussler's convolution kernel: mapping kernel

Proceedings of the 25th international conference on Machine learning
Stagewise Lasso

The Journal of Machine Learning Research
An Information Criterion for Variable Selection in Support Vector Machines

The Journal of Machine Learning Research
Multi-class Discriminant Kernel Learning via Convex Programming

The Journal of Machine Learning Research
Finite-Time Bounds for Fitted Value Iteration

The Journal of Machine Learning Research
An Error Bound Based on a Worst Likely Assignment

The Journal of Machine Learning Research
Speedpath prediction based on learning from a small set of examples

Proceedings of the 45th annual Design Automation Conference
Arabic writer identification based on hybrid spectral-statistical measures

Journal of Experimental & Theoretical Artificial Intelligence
Development and application of internet-based remote monitoring and diagnostic platform for key equipment

International Journal of Computer Integrated Manufacturing - Networked Manufacturing and Mass Customization in the ECommerce Era: the Chinese Perspective
DESIGN OF DECISION TREE VIA KERNELIZED HIERARCHICAL CLUSTERING FOR MULTICLASS SUPPORT VECTOR MACHINES

Cybernetics and Systems
Multi-scale information extraction from high resolution remote sensing imagery and region partition methods based on GMRF-SVM

International Journal of Remote Sensing
Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface

International Journal of Computer Mathematics - Bioinformatics
Biometric dispersion matcher

Pattern Recognition
Interpolating support information granules

Neurocomputing
Kernel discriminant analysis based feature selection

Neurocomputing
Interest filter vs. interest operator: Face recognition using Fisher linear discriminant based on interest filter representation

Pattern Recognition Letters
Learning subspace kernels for classification

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Building semantic kernels for text classification using wikipedia

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Correlative multilabel video annotation with temporal kernels

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Impact of imputation of missing values on classification error for discrete data

Pattern Recognition
Robust face recognition under partial occlusion based on support vector machine with local Gaussian summation kernel

Image and Vision Computing
Assessing creative problem-solving with automated text grading

Computers & Education
Privacy-preserving classification of vertically partitioned data via random kernels

ACM Transactions on Knowledge Discovery from Data (TKDD)
Dynamic classification for video stream using support vector machine

Applied Soft Computing
A distributed PSO-SVM hybrid system with feature selection and parameter optimization

Applied Soft Computing
The square root law of steganographic capacity

Proceedings of the 10th ACM workshop on Multimedia and security
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification

Journal of Computational Methods in Sciences and Engineering
Evolutionary tuning of SVM parameter values in multiclass problems

Neurocomputing
Using self-organizing fuzzy network with support vector learning for face detection in color images

Neurocomputing
High-order Markov kernels for intrusion detection

Neurocomputing
A novel LS-SVMs hyper-parameter selection based on particle swarm optimization

Neurocomputing
On-line fuzzy modeling via clustering and support vector machines

Information Sciences: an International Journal
Software development cost estimation using wavelet neural networks

Journal of Systems and Software
Discriminative cue integration for medical image annotation

Pattern Recognition Letters
Discriminatively regularized least-squares classification

Pattern Recognition
Effective image retrieval using dominant color descriptor and fuzzy support vector machine

Pattern Recognition
Multi-dimensional features reduction of PCA on SVM classifier for imaging surveillance application

ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
Fuzzy Kernel Ridge Regression for Classification

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Evolution of Multi-class Single Layer Perceptron

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Support Vector Machine Detection of Peer-to-Peer Traffic in High-Performance Routers with Packet Sampling

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Applying Dynamic Fuzzy Model in Combination with Support Vector Machine to Explore Stock Market Dynamism

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification

Inductive Logic Programming
Molecular Diagnosis of Tumor Based on Independent Component Analysis and Support Vector Machines

Computational Intelligence and Security
Gene Selection Using Wilcoxon Rank Sum Test and Support Vector Machine for Cancer Classification

Computational Intelligence and Security
Image Denoising Based on Wavelet Support Vector Machine

Computational Intelligence and Security
The Condition of Kernelizing an Algorithm and an Equivalence Between Kernel Methods

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Speech Emotion Recognition Based on a Fusion of All-Class and Pairwise-Class Feature Selection

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Regularized Knowledge-Based Kernel Machine

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Adaptive Observation Strategies for Forecast Error Minimization

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Harmful Contents Classification Using the Harmful Word Filtering and SVM

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Support Vector Machine Detection of Peer-to-Peer Traffic in High-Performance Routers with Packet Sampling: Nonlinear Kernel Approach

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
epsilon-Support Vector and Large-Scale Data Mining Problems

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Unsupervised and Semi-supervised Lagrangian Support Vector Machines

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Nonlinear Systems Modeling Using LS-SVM with SMO-Based Pruning Methods

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
An Adaptive Internal Model Control Based on LS-SVM

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Combining News and Technical Indicators in Daily Stock Price Trends Prediction

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
On the Stability and Bias-Variance Analysis of Kernel Matrix Learning

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-source Data Modelling: Integrating Related Data to Improve Model Performance

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Improving the Classification Ability of DC* Algorithm

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Efficient Implementation of SVM Training on Embedded Electronic Systems

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Random k-Labelsets: An Ensemble Method for Multilabel Classification

ECML '07 Proceedings of the 18th European conference on Machine Learning
Classification of Anti-learnable Biological and Synthetic Data

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Understanding the Environment Through Wireless Sensor Networks

AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
TV Genre Classification Using Multimodal Information and Multilayer Perceptrons

AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Online Regression Competitive with Changing Predictors

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Polynomial Summaries of Positive Semidefinite Kernels

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Learning Kernel Perceptrons on Noisy Data Using Random Projections

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Continuity of Performance Metrics for Thin Feature Maps

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Using Generalization Error Bounds to Train the Set Covering Machine

Neural Information Processing
Using Image Stimuli to Drive fMRI Analysis

Neural Information Processing
Orthogonal Shrinkage Methods for Nonparametric Regression under Gaussian Noise

Neural Information Processing
Modified Lawn Weed Detection: Utilization of Edge-Color Based SVM and Grass-Model Based Blob Inspection Filterbank

Neural Information Processing
A Novel Algorithm for Associative Classification

Neural Information Processing
Characteristics Preserving of Ultrasound Medical Images Based on Kernel Principal Component Analysis

Medical Imaging and Informatics
Potential Distribution Modelling Using Machine Learning

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
An Incremental Feature Learning Algorithm Based on Least Square Support Vector Machine

FAW '08 Proceedings of the 2nd annual international workshop on Frontiers in Algorithmics
Simple Incremental One-Class Support Vector Classification

Proceedings of the 30th DAGM symposium on Pattern Recognition
Municipal Creditworthiness Modelling by Kohonen's Self-organizing Feature Maps and LVQ Neural Networks

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition

AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Cell Phones Personal Authentication Systems Using Multimodal Biometrics

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Breast Abnormality Detection Incorporating Breast Density Information Based on Independent Components Analysis

IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Human Distress Sound Analysis and Characterization Using Advanced Classification Techniques

SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Extracting Decision Rules from Sigmoid Kernel

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
BICA: A Boolean Indepenedent Component Analysis Approach

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
The Influence of the Risk Functional in Data Classification with MLPs

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
A 4---Vector MDM Algorithm for Support Vector Training

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Support Vector Machines for Visualization and Dimensionality Reduction

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions

BSB '08 Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Reducing SVR Support Vectors by Using Backward Deletion

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Person Retrieval on XML Documents by Coreference Analysis Utilizing Structural Features

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Semantic Multimedia

Reasoning Web
Prediction of Protein Homo-oligomer Types with a Novel Approach of Glide Zoom Window Feature Extraction

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Application Research of Support Vector Machines in Dynamical System State Forecasting

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Structural Support Vector Machine

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Selection of Gaussian Kernel Parameter for SVM Based on Convex Estimation

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Structure Automatic Change in Neural Network

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Learning to Trade with Incremental Support Vector Regression Experts

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Bayesian shrinkage prediction for the regression problem

Journal of Multivariate Analysis
A Bahadur Representation of the Linear Support Vector Machine

The Journal of Machine Learning Research
Aggregation of SVM Classifiers Using Sobolev Spaces

The Journal of Machine Learning Research
Nearly Uniform Validation Improves Compression-Based Error Bounds

The Journal of Machine Learning Research
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling

ACM Transactions on Asian Language Information Processing (TALIP)
A graphical model for evolutionary optimization

Evolutionary Computation
The application of artificial neural networks to the analysis of remotely sensed data

International Journal of Remote Sensing
Multispectral landuse classification using neural networks and support vector machines: one or the other, or both?

International Journal of Remote Sensing
EFFECTIVENESS OF SUPPORT VECTOR MACHINE FOR CRIME HOT-SPOTS PREDICTION

Applied Artificial Intelligence
Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments

International Journal of Computer Integrated Manufacturing
Chunking for massive nonlinear kernel classification

Optimization Methods & Software
Non-smoothness in classification problems

Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART I
An improved SVM method P-SVM for classification of remotely sensed data

International Journal of Remote Sensing
Ensemble of support vector machines for land cover classification

International Journal of Remote Sensing
Regularized least squares fuzzy support vector regression for financial time series forecasting

Expert Systems with Applications: An International Journal
Non-Mercer hybrid kernel for linear programming support vector regression in nonlinear systems identification

Applied Soft Computing
Enhancing the generalization ability of neural networks through controlling the hidden layers

Applied Soft Computing
A negative selection algorithm for classification and reduction of the noise effect

Applied Soft Computing
Logistic regression product-unit neural networks for mapping Ridolfia segetum infestations in sunflower crop using multitemporal remote sensed data

Computers and Electronics in Agriculture
Research article: Optimal classification for time-course gene expression data using functional data analysis

Computational Biology and Chemistry
Comparison of approaches for estimating reliability of individual regression predictions

Data & Knowledge Engineering
Determination of ocean primary productivity using support vector machines

International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages

Journal of Medical Systems
Neural networks letter: LAGO on the unit sphere

Neural Networks
Learning rates for regularized classifiers using multivariate polynomial kernels

Journal of Complexity
View independent face detection based on horizontal rectangular features and accuracy improvement using combination kernel of various sizes

Pattern Recognition
Learning with sample dependent hypothesis spaces

Computers & Mathematics with Applications
A comparative study on rough set based class imbalance learning

Knowledge-Based Systems
Application of support vector machine to predict fault prone classes

ACM SIGSOFT Software Engineering Notes
Learning from dependent observations

Journal of Multivariate Analysis
Head pose estimation for visual field projection

MM '08 Proceedings of the 16th ACM international conference on Multimedia
On the use of spiking neural network for EEG classification

International Journal of Knowledge-based and Intelligent Engineering Systems
Use of weighted visual terms and machine learning techniques for image content recognition relying on mpeg-7 visual descriptors

MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
A kernel-based fuzzy greedy multiple hyperspheres covering algorithm for pattern classification

Neurocomputing
A Bayesian approach to support vector machines for the binary classification

Neurocomputing
Model optimizing and feature selecting for support vector regression in time series forecasting

Neurocomputing
A comparative study of optimization algorithms for low NOx combustion modification at a coal-fired utility boiler

Expert Systems with Applications: An International Journal
Nested local adiabatic evolution for quantum-neuron-based adaptive support vector regression and its forecasting applications

Expert Systems with Applications: An International Journal
Augmenting learning function to Bayesian network inferences with maximum likelihood parameters

Expert Systems with Applications: An International Journal
Frog classification using machine learning techniques

Expert Systems with Applications: An International Journal
Extracting human protein information from MEDLINE using a full-sentence parser

Acta Cybernetica
Gait classification in children with cerebral palsy by Bayesian approach

Pattern Recognition
Patient-centered yes/no prognosis using learning machines

International Journal of Data Mining and Bioinformatics
Nonparallel plane proximal classifier

Signal Processing
Using domain-specific knowledge in generalization error bounds for support vector machine learning

Decision Support Systems
Support vector regression for link load prediction

Computer Networks: The International Journal of Computer and Telecommunications Networking
Design and Evaluation of a Sound Based Water Flow Measurement System

EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
Gaussian Process Person Identifier Based on Simple Floor Sensors

EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
On-Line Modeling Via Fuzzy Support Vector Machines

MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Automatic Classification of Three-Phase Flow Patterns of Heavy Oil in a Horizontal Pipe Using Support Vector Machines

MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Meta-Modeling in Multiobjective Optimization

Multiobjective Optimization
Transaction aggregation as a strategy for credit card fraud detection

Data Mining and Knowledge Discovery
Kernels Based on Distributions of Agreement Subtrees

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Prediction of the O-Glycosylation with Secondary Structure Information by Support Vector Machines

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Optimal Kernel in a Class of Kernels with an Invariant Metric

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A novel fast Kolmogorov's spline complex network for pattern detection

WSEAS TRANSACTIONS on SYSTEMS
Discriminating Meaningful Web Tables from Decorative Tables Using a Composite Kernel

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Gaussian Regularized Sliced Inverse Regression

Statistics and Computing
Letters: Learning non-linear time-scales with kernel γ-filters

Neurocomputing
Dynamic spectrum classification by kernel classifiers with divergence-based kernels and its applications to acoustic signals

International Journal of Knowledge Engineering and Soft Data Paradigms
Threshold-optimized decision-level fusion and its application to biometrics

Pattern Recognition
Adaptive weighting of local classifiers by particle filters for robust tracking

Pattern Recognition
Support vector machines for predicting the admission decision of a candidate to the School of Physical Education and Sports at Cukurova University

Expert Systems with Applications: An International Journal
Improving network traffic analysis by foreseeing data-packet-flow with hybrid fuzzy-based model prediction

Expert Systems with Applications: An International Journal
Calling communities analysis and identification using machine learning techniques

Expert Systems with Applications: An International Journal
Evolutionary-based feature selection approaches with new criteria for data mining: A case study of credit approval data

Expert Systems with Applications: An International Journal
Empirical analysis of support vector machine ensemble classifiers

Expert Systems with Applications: An International Journal
Failure prediction of dotcom companies using hybrid intelligent techniques

Expert Systems with Applications: An International Journal
Breast mass classification based on cytological patterns using RBFNN and SVM

Expert Systems with Applications: An International Journal
Accuracy of suboptimal solutions to kernel principal component analysis

Computational Optimization and Applications
Tribal taste: mobile multiagent recommender system

Proceedings of the 14th international conference on Intelligent user interfaces
Employing topographical height map in colonic polyp measurement and false positive reduction

Pattern Recognition
Fabric defect detection based on multiple fractal features and support vector data description

Engineering Applications of Artificial Intelligence
An innovative analyser for multi-classifier e-mail classification based on grey list analysis

Journal of Network and Computer Applications
A model for a complex polynomial SVM kernel

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
A novel fast Kolmogorov's spline complex network for pattern detection

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
Using visual and text features for direct marketing on multimedia messaging services domain

Multimedia Tools and Applications
An Empirical Comparison of Individual Machine Learning Techniques in Signature and Fingerprint Classification

Biometrics and Identity Management
Spatial Hierarchy of Textons Distributions for Scene Classification

MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Framework for Illumination Invariant Vehicular Traffic Density Estimation

PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
TC-SocialRank: Ranking the Social Web

WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Kernel Functions Based on Derivation

New Frontiers in Applied Data Mining
Driver drowsiness detection with eyelid related parameters by Support Vector Machine

Expert Systems with Applications: An International Journal
A two-stage architecture for stock price forecasting by integrating self-organizing map and support vector regression

Expert Systems with Applications: An International Journal
An ensemble of support vector machines for predicting virulent proteins

Expert Systems with Applications: An International Journal
Modified linear discriminant analysis approaches for classification of high-dimensional microarray data

Computational Statistics & Data Analysis
Silicon feedback to improve frequency of high-performance microprocessors: an overview

Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Gene Classification Using Codon Usage and Support Vector Machines

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Some Symmetry Based Classifiers

Fundamenta Informaticae
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration

Fundamenta Informaticae
Cycle-breaking acceleration of SVM training

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

Neurocomputing
On modeling software defect repair time

Empirical Software Engineering
Polynomial summaries of positive semidefinite kernels

Theoretical Computer Science
Adapting svm for data sparseness and imbalance: A case study in information extraction

Natural Language Engineering
Learning complexity vs communication complexity

Combinatorics, Probability and Computing
Mining Causality from Texts for Question Answering System

IEICE - Transactions on Information and Systems
Kernel Trees for Support Vector Machines

IEICE - Transactions on Information and Systems
Segmentation of On-Line Freely Written Japanese Text Using SVM for Improving Text Recognition

IEICE - Transactions on Information and Systems
Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization

IEICE - Transactions on Information and Systems
A Method for Recognizing Noisy Romanized Japanese Words in Learner English

IEICE - Transactions on Information and Systems
Labeled images verification using Gaussian mixture models

Proceedings of the 2009 ACM symposium on Applied Computing
A wrapper method for feature selection using Support Vector Machines

Information Sciences: an International Journal
Kernel Nyström method for light transport

ACM SIGGRAPH 2009 papers
Dependency Analysis of Clauses Using Parse Tree Kernels

CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Learning for Semantic Parsing

CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Evaluation of Similarity Measures for Ontology Mapping

New Frontiers in Artificial Intelligence
RV-SVM: An Efficient Method for Learning Ranking SVM

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Predicting chinese abbreviations from definitions: an empirical learning approach using support vector regression

Journal of Computer Science and Technology
Principal-agent learning

Decision Support Systems
Support Vector Machine Based Approach for Abstracting Human Control Strategy in Controlling Dynamically Stable Robots

Journal of Intelligent and Robotic Systems
Spherical-harmonic decomposition for molecular recognition in electron-density maps

International Journal of Data Mining and Bioinformatics
STAMPS: Software Tool for Automated MRI Post-processing on a supercomputer

Computer Methods and Programs in Biomedicine
Pattern analysis for the prediction of fungal pro-peptide cleavage sites

Discrete Applied Mathematics
The Impact of Gene Selection on Imbalanced Microarray Expression Data

BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
A Hierarchical n-Grams Extraction Approach for Classification Problem

Advanced Internet Based Systems and Applications
Fast stroke matching by angle quantization

Proceedings of the First International Conference on Immersive Telecommunications
Fuzzy connectivity clustering with radial basis kernel functions

Fuzzy Sets and Systems
Localized support vector regression for time series prediction

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

Neurocomputing
Object detection by color histogram-based fuzzy classifier with support vector learning

Neurocomputing
Event based transcription system for polyphonic piano music

Signal Processing
New perspectives in computational intelligence: nothing so intelligent as randomness, nothing so effective as asymmetry

International Journal of Computational Intelligence Studies
Supervised projection approach for boosting classifiers

Pattern Recognition
AD-SVMs: A light extension of SVMs for multicategory classification

International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
GLM and SVM analyses of neural response to tonal and atonal stimuli: new techniques and a comparison

Connection Science - Music, Brain, Cognition
Pose independent object classification from small number of training samples based on kernel principal component analysis of local parts

Image and Vision Computing
Good learners for evil teachers

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Stochastic methods for l1 regularized loss minimization

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Bagging and boosting algorithms for support vector machine classifiers

AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Beyond clustering of array expressions

International Journal of Bioinformatics Research and Applications
Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum

Computers in Biology and Medicine
Sensor selection for energy-efficient ambulatory medical monitoring

Proceedings of the 7th international conference on Mobile systems, applications, and services
Nonparametric density deconvolution by weighted kernel estimators

Statistics and Computing
Applying enhanced data mining approaches in predicting bank performance: A case of Taiwanese commercial banks

Expert Systems with Applications: An International Journal
Development of smart sensors system for machine fault diagnosis

Expert Systems with Applications: An International Journal
Combining different biometric traits with one-class classification

Signal Processing
Robust extraction of named entity including unfamiliar word

HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Character segmentation and recognition algorithm of text region in steel images

ISPRA'09 Proceedings of the 8th WSEAS international conference on Signal processing, robotics and automation
Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets

TMA '09 Proceedings of the First International Workshop on Traffic Monitoring and Analysis
KISS: Stochastic Packet Inspection

TMA '09 Proceedings of the First International Workshop on Traffic Monitoring and Analysis
Geometric and Optical Flow Based Method for Facial Expression Recognition in Color Image Sequences

ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Automatic Classification of Wood Defects Using Support Vector Machines

ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Smoothing Newton Method for L1 Soft Margin Data Classification Problem

ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Robust Unsupervised and Semi-supervised Bounded ν - Support Vector Machines

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Probabilistic Ranking Support Vector Machine

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A sparsity driven kernel machine based on minimizing a generalization error bound

Pattern Recognition
Enhanced graph-based dimensionality reduction with repulsion Laplaceans

Pattern Recognition
A neural network-based biomarker association information extraction approach for cancer classification

Journal of Biomedical Informatics
NLP Techniques for Term Extraction and Ontology Population

Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Classification of DNA microarray data with Random Projection Ensembles of Polynomial SVMs

Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Support Vector Machines for color adjustment in automotive basecoat

Proceedings of the 2006 conference on Artificial Intelligence Research and Development
A Method to Classify Data by Fuzzy Rule Extraction from Imbalanced Datasets

Proceedings of the 2006 conference on Artificial Intelligence Research and Development
Approximate Optimization Using Computaional Intelligence and its Application to Reinforcement of Cable-stayed Bridges

Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design
Modelling and Prediction of Electronically Controlled Automotive Engine Power and Torque Using Support Vector Machines

Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Supervised Machine Learning: A Review of Classification Techniques

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Automated Pressure Ulcer Lesion Diagnosis: An Initial Study

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Reviewing State of the Art AI Systems for Skin Cancer Diagnosis

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Intersection and Signed-Intersection Kernels for Intervals

Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
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
Letters: Adaptive binary tree for fast SVM multiclass classification

Neurocomputing
Interval regression analysis using support vector networks

Fuzzy Sets and Systems
Surveillance Robot Utilizing Video and Audio Information

Journal of Intelligent and Robotic Systems
Mutation and crossover with abstract expression grammars

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Classification of silhouettes using contour fragments

Computer Vision and Image Understanding
Descriptive temporal template features for visual motion recognition

Pattern Recognition Letters
Removal of Impulse Noise in Images by Means of the Use of Support Vector Machines

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Kernelization of Softassign and Motzkin-Strauss Algorithms

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Design of a Decision Support System for Classification of Natural Risk in Maritime Construction Based on Temporal Windows

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
Classification of Fatigue Bill Based on Support Vector Machine by Using Acoustic Signal

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
Disturbing Neighbors Ensembles for Linear SVM

MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Comparing Feature Point Tracking with Dense Flow Tracking for Facial Expression Recognition

IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Learning with Sequential Minimal Transductive Support Vector Machine

FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
Topology Preservation Measures in the Visualization of Manifold-Type Multidimensional Data

Informatica
Support Vector Machines for TCP traffic classification

Computer Networks: The International Journal of Computer and Telecommunications Networking
HOS-based mode classification for infomobility framework

First International Workshop on Cognitive Wireless Networks
Learning Halfspaces with Malicious Noise

ICALP '09 Proceedings of the 36th International Colloquium on Automata, Languages and Programming: Part I
Gesture Recognition with a 3-D Accelerometer

UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Data Clustering Algorithms for Information Systems

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Clustering High Dimensional Data Using SVM

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
A Texture-Based Algorithm for Vehicle Area Segmentation Using the Support Vector Machine Method

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
A Novel Bayesian Logistic Discriminant Model with Dirichlet Distributions: An Application to Face Recognition

ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Analytical features: a knowledge-based approach to audio feature generation

EURASIP Journal on Audio, Speech, and Music Processing
A decision-tree-based algorithm for speech/music classification and segmentation

EURASIP Journal on Audio, Speech, and Music Processing
Computerized interactive gaming via supporting vector machines

International Journal of Computer Games Technology
Model selection for the LS-SVM. Application to handwriting recognition

Pattern Recognition
Word distributions for thematic segmentation in a support vector machine approach

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Which side are you on?: identifying perspectives at the document and sentence levels

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Predicting electricity distribution feeder failures using machine learning susceptibility analysis

IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
A Hybrid Documents Classification Based on SVM and Rough Sets

AST '09 Proceedings of the 2009 International e-Conference on Advanced Science and Technology
Large margin nearest local mean classifier

Signal Processing
Newton's method for nonparallel plane proximal classifier with unity norm hyperplanes

Signal Processing
Semantic classification with distributional kernels

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods

ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Informative Laplacian Projection

SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Optimal Double-Kernel Combination for Classification

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
A normal least squares support vector machine (NLS-SVM) and its learning algorithm

Neurocomputing
Oracle inequalities for support vector machines that are based on random entropy numbers

Journal of Complexity
Dynamic liquid association: Complex learning without implausible guidance

Neural Networks
Feature-based segmentation of narrative documents

FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Non-intrusive Human Behavior Monitoring Sensor for Health Care System

Proceedings of the Symposium on Human Interface 2009 on Human Interface and the Management of Information. Information and Interaction. Part II: Held as part of HCI International 2009
Di-codon Usage for Gene Classification

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Asymptotic efficiency of kernel support vector machines (SVM)

Cybernetics and Systems Analysis
A machine learning approach to sentiment analysis in multilingual Web texts

Information Retrieval
Discovering implicit intention-level knowledge from natural-language texts

Knowledge-Based Systems
One-class clustering in the text domain

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A dependency-based word subsequence kernel

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semi-supervised learning for semantic parsing using support vector machines

NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Semi-supervised Discriminant Analysis Based on Dependence Estimation

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Handling Class Imbalance Problems via Weighted BP Algorithm

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Testing ±1-weight halfspace

APPROX '09 / RANDOM '09 Proceedings of the 12th International Workshop and 13th International Workshop on Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques
A Versatile Record Linkage Method by Term Matching Model Using CRF

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Soft Margin Trees

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Margin and Radius Based Multiple Kernel Learning

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Max-Margin Weight Learning for Markov Logic Networks

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Finite sample error bound for Parzen windows

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Learning language semantics from ambiguous supervision

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
A hybrid approach for building Arabic diacritizer

Semitic '09 Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
Efficiency versus convergence of Boolean kernels for on-line learning algorithms

Journal of Artificial Intelligence Research
A framework for kernel-based multi-category classification

Journal of Artificial Intelligence Research
Feature selection and kernel design via linear programming

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Disulfide bonding pattern prediction using support vector machine with parameters tuned by multiple trajectory search

AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
Error bounds of decision templates and support vector machines in decision fusion

International Journal of Knowledge Engineering and Soft Data Paradigms
Developing a semantic-enable information retrieval mechanism

Expert Systems with Applications: An International Journal
Speedpath analysis based on hypothesis pruning and ranking

Proceedings of the 46th Annual Design Automation Conference
A weighted polynomial information gain kernel for resolving prepositional phrase attachment ambiguities with support vector machines

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Gaussian process models of spatial aggregation algorithms

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Identifying Information Sender Configuration of Web Pages

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Early traffic classification using support vector machines

Proceedings of the 5th International Latin American Networking Conference
Controlling non-player characters using support vector machines

Future Play '09 Proceedings of the 2009 Conference on Future Play on @ GDC Canada
An e-mail analysis method based on text mining techniques

Applied Soft Computing
Knowledge extraction by probabilistic cognitive structure modeling using a Bayesian network for use by a retail service

Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers

Artificial Intelligence in Medicine
Learning from imbalanced data in surveillance of nosocomial infection

Artificial Intelligence in Medicine
Granular support vector machines with association rules mining for protein homology prediction

Artificial Intelligence in Medicine
Bio-medical entity extraction using support vector machines

Artificial Intelligence in Medicine
Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines

Artificial Intelligence in Medicine
Brief communication: SVM-BALSA: Remote homology detection based on Bayesian sequence alignment

Computational Biology and Chemistry
Identifying the interacting positions of a protein using Boolean learning and support vector machines

Computational Biology and Chemistry
Learning to rank with a novel kernel perceptron method

Proceedings of the 18th ACM conference on Information and knowledge management
Matching person names through name transformation

Proceedings of the 18th ACM conference on Information and knowledge management
Machine vision for automating visual condition monitoring of railway sleepers

ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Detection of clustered microcalcifications in small field digital mammography

Computer Methods and Programs in Biomedicine
Computerized segmentation of whole-body bone scintigrams and its use in automated diagnostics

Computer Methods and Programs in Biomedicine
Maximum penalized likelihood kernel regression for fast adaptation

IEEE Transactions on Audio, Speech, and Language Processing
One-class support vector machines-an application in machine fault detection and classification

Computers and Industrial Engineering
Overview of advanced computer vision systems for skin lesions characterization

IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Heartbeat time series classification with support vector machines

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Use of kernel functions in artificial immune systems for the nonlinear classification problems

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Margin calibration in SVM class-imbalanced learning

Neurocomputing
ACO-based hybrid classification system with feature subset selection and model parameters optimization

Neurocomputing
Generalized PCRTT offline bandwidth smoothing based on SVM and systematic video segmentation

IEEE Transactions on Multimedia
Logistic ensembles of Random Spherical Linear Oracles for microarray classification

International Journal of Data Mining and Bioinformatics
Managing Knowledge in Light of Its Evolution Process: An Empirical Study on Citation Network-Based Patent Classification

Journal of Management Information Systems
Spatio-temporal mining for power load forecasting in GIS-AMR load analysis model

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Monotonic indices space method and its application in the capability indices effectiveness analysis of a notional antistealth information system

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Reinforcement learning versus model predictive control: a comparison on a power system problem

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Fast and efficient strategies for model selection of Gaussian support vector machine

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Recruiter selection model and implementation within the united states army

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Two-stage mixed discrete-continuous identification of radial basis function (RBF) neural models for nonlinear systems

IEEE Transactions on Circuits and Systems Part I: Regular Papers
Weak signal estimation in chaotic clutter using model-based coupled synchronization

IEEE Transactions on Circuits and Systems Part I: Regular Papers
Building sparse multiple-kernel SVM classifiers

IEEE Transactions on Neural Networks
Softdoublemaxminover: perceptron-like training of support vector machines

IEEE Transactions on Neural Networks
Using a Simulated Annealing to Enhance Learning in Adjustment Processes

Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
A new Kernelized hybrid c-mean clustering model with optimized parameters

Applied Soft Computing
gRegress: extracting features from graph transactions for regression

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Streamed learning: one-pass SVMs

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Human activity encoding and recognition using low-level visual features

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs

Intelligent Data Analysis
A realistic benchmark for visual indoor place recognition

Robotics and Autonomous Systems
Classifying materials in the real world

Image and Vision Computing
Chasing the AIDS virus

Communications of the ACM
Generalizing dependency features for opinion mining

ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Kernel methods for minimally supervised wsd

Computational Linguistics
A review on the combination of binary classifiers in multiclass problems

Artificial Intelligence Review
Boosting Classifiers Built from Different Subsets of Features

Fundamenta Informaticae
On Boosting the Accuracy of Non-RF to RF Correlation-Based Specification Test Compaction

Journal of Electronic Testing: Theory and Applications
Transcription of polyphonic piano music by means of memory-based classification method

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
Using a Simulated Annealing to Enhance Learning in Adjustment Processes

Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
A rules-based approach for configuring chains of classifiers in real-time stream mining systems

EURASIP Journal on Advances in Signal Processing
Machine Learning Techniques for the Automated Classification of Adhesin-Like Proteins in the Human Protozoan Parasite Trypanosoma cruzi

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Classification by vertical and cutting multi-hyperplane decision tree induction

Decision Support Systems
Degree prediction of malignancy in brain glioma using support vector machines

Computers in Biology and Medicine
Automatic detection of unstained viable cells in bright field images using a support vector machine with an improved training procedure

Computers in Biology and Medicine
A novel ensemble machine learning for robust microarray data classification

Computers in Biology and Medicine
On soft error rate analysis of scaled CMOS designs: a statistical perspective

Proceedings of the 2009 International Conference on Computer-Aided Design
Fault detection in IP-based process control networks using data mining

IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
A new framework for an adaptive classifier model

IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Municipal Creditworthiness Modelling by Radial Basis Function Neural Networks and Sensitive Analysis of Their Input Parameters

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Classifying Documents According to Locational Relevance

EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Visual Registration Method for a Low Cost Robot

ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Using Wolfe's Method in Support Vector Machines Learning Stage

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Coping with Distribution Change in the Same Domain Using Similarity-Based Instance Weighting

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Conditional Density Estimation with HMM Based Support Vector Machines

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Diagnosis Support System for Mucous Membrane Diseases in Oral Cavity

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
String Kernel Based SVM for Internet Security Implementation

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Zero Norm Least Squares Proximal SVR

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Kernel based support vector machine via semidefinite programming: Application to medical diagnosis

Computers and Operations Research
Driving skill recognition: new approaches and their comparison

ACC'09 Proceedings of the 2009 conference on American Control Conference
Dynamic engine modeling through linear programming support vector regression

ACC'09 Proceedings of the 2009 conference on American Control Conference
Model adaptation with least-squares SVM for adaptive hand prosthetics

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Primitive static states for intelligent operated-work machines

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
A new supervised local modelling classifier based on information theory

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Identification of moving limb using near infrared spectroscopic signals for brain activation

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Piecewise multi-classification support vector machines

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An efficient active set method for SVM training without singular inner problems

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A GA-based flexible learning algorithm with error tolerance for digital binary neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Automatic recognition of epileptic seizure in EEG via support vector machine and dimension fractal

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Brain fMRI processing and classification based on combination of PCA and SVM

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Inferring Context-Free Grammars for Domain-Specific Languages

Electronic Notes in Theoretical Computer Science (ENTCS)
Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression

Engineering Applications of Artificial Intelligence
Prediction of automotive engine power and torque using least squares support vector machines and Bayesian inference

Engineering Applications of Artificial Intelligence
Usefulness of artificial neural networks for early warning system of economic crisis

Expert Systems with Applications: An International Journal
The evaluation of consumer loans using support vector machines

Expert Systems with Applications: An International Journal
Detection of images with adult content for parental control on mobile devices?

Mobility '09 Proceedings of the 6th International Conference on Mobile Technology, Application & Systems
On-line independent support vector machines

Pattern Recognition
A novel Bayesian logistic discriminant model: An application to face recognition

Pattern Recognition
Application of Support Vector Machine classifier for security surveillance system

ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
An improved support vector machine with soft decision-making boundary

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Normalized nonconformity measures for regression Conformal Prediction

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Support vector machines for urban growth modeling

Geoinformatica
A novel SVR parameter selection base on bi-level programming problem

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A novel feature selection approach for biomedical data classification

Journal of Biomedical Informatics
Learning with generalization capability by kernel methods of bounded complexity

Journal of Complexity
Categorization of news articles using neural text categorizer

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Generalized kernel fuzzy clustering model

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Prediction of disulfide bonding pattern based on support vector machine with parameters tuned by multiple trajectory search

WSEAS Transactions on Computers
Multidimensional Profiling of Cell Surface Proteins and Nuclear Markers

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Personalized reading support for second-language web documents by collective intelligence

Proceedings of the 15th international conference on Intelligent user interfaces
A support vector machine approach for detection and localization of transmission errors within standard H.263++ decoders

IEEE Transactions on Multimedia
Classification of aeronautics system health and safety documents

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Real-time highway traffic condition assessment framework using vehicle-infrastructure integration (VII) with artificial intelligence (AI)

IEEE Transactions on Intelligent Transportation Systems
Time series prediction using support vector machines: a survey

IEEE Computational Intelligence Magazine
Experiments on the preference-based organization interface in recommender systems

ACM Transactions on Computer-Human Interaction (TOCHI)
Combined classifier for unknown genome classification using chaos game representation features

ISB '10 Proceedings of the International Symposium on Biocomputing
Wiener implementation of kernel machines

SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Design of a modified one-against-all SVM classifier

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Splice site detection in DNA sequences using a fast classification algorithm

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A fingerprint pattern classification approach based on the coordinate geometry of singularities

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Predicting system collapse: two theoretical models

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Using heavy-tailed distributions to stress-test kernel methods for segregating the firms that are likely to survive

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A semi-supervised support vector machine based algorithm for face recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Ads-portal domains: Identification and measurements

ACM Transactions on the Web (TWEB)
A team of continuous-action learning automata for noise-tolerant learning of half-spaces

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Multi-modal Semantic Place Classification

International Journal of Robotics Research
Prune support vector machines by an iterative process

International Journal of Computers and Applications
An efficient use of support vector machines for speech signal classification

CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
Short-term memory and event memory classification systems for automatic polyphonic music transcription

CSECS'09 Proceedings of the 8th WSEAS International Conference on Circuits, systems, electronics, control & signal processing
Research of communication signal modulation scheme recognition based on one-class SVM bayesian algorithm

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A novel overlap area matching algorithm based on location fingerprinting in wireless networks

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Mining Cytochrome b561 proteins from plant genomes

International Journal of Bioinformatics Research and Applications
Local contrast enhancement and adaptive feature extraction for illumination-invariant face recognition

Pattern Recognition
Learning to integrate web taxonomies

Web Semantics: Science, Services and Agents on the World Wide Web
Support vector machines of interval-based features for time series classification

Knowledge-Based Systems
COG: local decomposition for rare class analysis

Data Mining and Knowledge Discovery
Data mining with agent gaming

Information Technology and Management
Feature selection for content-based, time-varying musical emotion regression

Proceedings of the international conference on Multimedia information retrieval
Image ranking with implicit feedback from eye movements

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains

Neurocomputing
Evolutionary tuning of multiple SVM parameters

Neurocomputing
The evidence framework applied to sparse kernel logistic regression

Neurocomputing
Letter: Seeking multi-thresholds directly from support vectors for image segmentation

Neurocomputing
A unified SWSI-KAMs framework and performance evaluation on face recognition

Neurocomputing
Support vector machine for functional data classification

Neurocomputing
EEG classification using generative independent component analysis

Neurocomputing
An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

Pattern Recognition
Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis

Pattern Recognition
A new maximum margin algorithm for one-class problems and its boosting implementation

Pattern Recognition
Personal authentication using multiple palmprint representation

Pattern Recognition
Automatic model selection for the optimization of SVM kernels

Pattern Recognition
Efficient wavelet adaptation for hybrid wavelet-large margin classifiers

Pattern Recognition
Supervised feature selection by clustering using conditional mutual information-based distances

Pattern Recognition
Induction over Strategic Agents

Information Systems Research
Fuzzy system-based real-time face tracking in a multi-subject environment with a pan-tilt-zoom camera

Expert Systems with Applications: An International Journal
Recognizing objects on cluttered backgrounds

Pattern Recognition Letters
A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data

Journal of Biomedical Informatics
Multiclass support vector classification via coding and regression

Neurocomputing
Classification of multispectral images in coral environments using a hybrid of classifier ensembles

Neurocomputing
Review: Development of soft computing and applications in agricultural and biological engineering

Computers and Electronics in Agriculture
Web-services classification using intelligent techniques

Expert Systems with Applications: An International Journal
CARRADS: Cross layer based adaptive real-time routing attack detection system for MANETS

Computer Networks: The International Journal of Computer and Telecommunications Networking
Multiple instance learning via margin maximization

Applied Numerical Mathematics
Classification with Gaussians and Convex Loss

The Journal of Machine Learning Research
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization

The Journal of Machine Learning Research
Learning Halfspaces with Malicious Noise

The Journal of Machine Learning Research
Finding building blocks through eigenstructure adaptation

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
A study of tuning hyperparameters for support vector machines

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Scalable keyframe extraction using one-class support vector machine

ICCS'03 Proceedings of the 2003 international conference on Computational science
Chinese abbreviation-definition identification: a SVM approach using context information

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A ROC-based reject rule for support vector machines

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A support vector machine ensemble for cancer classification using gene expression data

ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Learning in region-based image retrieval

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Deriving the kernel from training data

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Amino acid features for prediction of protein-protein interface residues with support vector machines

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Predicting HIV protease-cleavable peptides by discrete support vector machines

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Face detection using an SVM trained in eigenfaces space

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Real-time implementation of face recognition algorithms on DSP chip

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Sequential approximation method in multi-objective optimization using aspiration level approach

EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Automatic car parking: a reinforcement learning approach

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A neural approach to extended logic programs

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Automated interpretation of ventilation-perfusion lung scintigrams for the diagnosis of pulmonary embolism using support vector machines

SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Towards automated classifier combination for pattern recognition

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A machine learning approach to detecting instantaneous cognitive states from fMRI data

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Centroid neural network with Bhattacharyya kernel for GPDF data clustering

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Phase space reconstruction based classification of power disturbances using support vector machines

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Experiments on kernel tree support vector machines for text categorization

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Kernels for structured data

ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Generalization error analysis for polynomial kernel methods: algebraic geometrical approach

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Support vector machine classifiers for asymmetric proximities

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Fuzzy model identification using support vector clustering method

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Human splice site identification with multiclass support vector machines and bagging

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Nonlinear predictive models: overview and possibilities in speaker recognition

Progress in nonlinear speech processing
Kernel machines for non-vectorial data

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Multi-classification with tri-class support vector machines: a review

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Regularized neighborhood component analysis

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Architecture of adaptive spam filtering based on machine learning algorithms

ICA3PP'07 Proceedings of the 7th international conference on Algorithms and architectures for parallel processing
Construction of prediction module for successful ventilator weaning

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
ACIK: association classifier based on itemset kernel

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Softening the margin in discrete SVM

ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Assessing estrogen receptors' status by texture analysis of breast tissue specimens and pattern recognition methods

CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Level set estimation using uncoordinated mobile sensors

ADHOC-NOW'07 Proceedings of the 6th international conference on Ad-hoc, mobile and wireless networks
Time discretisation applied to anomaly detection in a marine engine

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
Does SVM really scale up to large bag of words feature spaces?

IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Cutting plane method for continuously constrained kernel-based regression

IEEE Transactions on Neural Networks
A hierarchical RBF online learning algorithm for real-time 3-D scanner

IEEE Transactions on Neural Networks
Analysis of the distance between two classes for tuning SVM hyperparameters

IEEE Transactions on Neural Networks
Scaling up support vector machines using nearest neighbor condensation

IEEE Transactions on Neural Networks
Combination of rough sets and genetic algorithms for text classification

AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
A machine learning-based approach to prognostic analysis of thoracic transplantations

Artificial Intelligence in Medicine
The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition

Image and Vision Computing
A survey on the application of genetic programming to classification

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Cost-conscious multiple kernel learning

Pattern Recognition Letters
On selection and combination of weak learners in AdaBoost

Pattern Recognition Letters
A neural support vector machine

Neural Networks
Discriminative temporal smoothing for activity recognition from wearable sensors

UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Scaling kernels: a new least squares support vector machine kernel for approximation

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Evolutionary feature and parameter selection in support vector regression

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
The SUPRAIC algorithm: a suppression immune based mechanism to find a representative training set in data classification tasks

ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Comparing several approaches for hierarchical classification of proteins with decision trees

BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Fake finger detection based on time-series fingerprint image analysis

ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Support function machines

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
On the combination of dissimilarities for gene expression data analysis

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Study on signal interpretation of GPR based on support vector machines

LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
An ontology-based mining system for competitive intelligence in neuroscience

WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
A vision system for recognizing objects in complex real images

ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Is Pinocchio's nose long or his head small? learning shape distances for classification

ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Ensemble of dissimilarity based classifiers for cancerous samples classification

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Discovering prediction model for environmental distribution maps

PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Mining biosignal data: coronary artery disease diagnosis using linear and nonlinear features of HRV

PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Ensemble approaches of support vector machines for multiclass classification

PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Nonlinear models for determining mode choice: accuracy is not always the optimal goal

EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Monitoring nonlinear profiles using support vector machines

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A novel SVM-based method for moving video objects recognition

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
A SVM face recognition method based on optimized Gabor features

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Automatic image annotation for semantic image retrieval

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Integrating background knowledge into RBF networks for text classification

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Active learning for online spam filtering

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Effectiveness of fuzzy discretization for class association rule-based classification

ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Bootstrap based pattern selection for support vector regression

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Support vector regression based hybrid rule extraction methods for forecasting

Expert Systems with Applications: An International Journal
Fractal features for localization of temporal lobe epileptic foci using SPECT imaging

Computers in Biology and Medicine
People re-identification by spectral classification of silhouettes

Signal Processing
A new SVM-based decision fusion method using multiple granular windows for protein secondary structure prediction

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Fuzzy support vector classification based on fuzzy optimization

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Profile based algorithm to topic spotting in Reuter21578

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Application of a case base reasoning based support vector machine for financial time series data forecasting

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Scene classification based on multi-resolution orientation histogram of Gabor features

ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Conversion of Japanese passive/causative sentences into active sentences using machine learning

CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Authorship analysis in cybercrime investigation

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Biomarker selection, employing an iterative peak selection method, and prostate spectra characterization for identifying biomarkers related to prostate cancer

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Combining clauses with various precisions and recalls to produce accurate probabilistic estimates

ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Introducing intelligence in electronic healthcare systems: state of the art and future trends

Artificial intelligence
Based on the SVM university education's quality regression analysis

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A combination of modified particle swarm optimization algorithm and support vector machine for pattern classification

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Variable weighted learning algorithm and its convergence rate

ICNC'09 Proceedings of the 5th international conference on Natural computation
Support vector machines based neuro-fuzzy control of nonlinear systems

Neurocomputing
Study and evaluation of a multi-class SVM classifier using diminishing learning technique

Neurocomputing
Predicting the performance measures of an optical distributed shared memory multiprocessor by using support vector regression

Expert Systems with Applications: An International Journal
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels

Expert Systems with Applications: An International Journal
Research on SVM based network intrusion detection classification

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Supervised locally linear embedding for plant leaf image feature extraction

ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Keystroke pressure-based typing biometrics authentication system using support vector machines

ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Privacy-preserving support vector machine classification

International Journal of Intelligent Information and Database Systems
Eigenfeatures and supervectors in feature and score fusion for SVM face and speaker verification

BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Aligning biomolecular networks using modular graph kernels

WABI'09 Proceedings of the 9th international conference on Algorithms in bioinformatics
A hybrid model for prediction of peptide binding to MHC molecules

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
A support vector machine with forgetting factor and its statistical properties

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Prediction of the O-glycosylation by support vector machines and semi-supervised learning

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Controlling the experimental three-tank system via support vector machines

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
An SVM confidence-based approach to medical image annotation

CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Investigator name recognition from medical journal articles: a comparative study of SVM and structural SVM

DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Fine-grained traffic classification with netflow data

Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
A descriptor combining MHI and PCOG for human motion classification

Proceedings of the ACM International Conference on Image and Video Retrieval
In-depth utilization of Chinese ancient maps: a hybrid approach to digitizing map resources in CADAL

Proceedings of the 10th annual joint conference on Digital libraries
Low-complexity equalization based on least squares support vector classifiers for DS-UWB systems

ICC'09 Proceedings of the 2009 IEEE international conference on Communications
A new efficient nonlinear filter based on support vector machines for image denoising

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Combining KPCA and LSSVM for HVAC fan machinery fault recognition

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Design of an automatic wood types classification system by using fluorescence spectra

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An effective method of pruning support vector machine classifiers

IEEE Transactions on Neural Networks
A locally recurrent fuzzy neural network with support vector regression for dynamic-system modeling

IEEE Transactions on Fuzzy Systems
A maximizing-discriminability-based self-organizing fuzzy network for classification problems

IEEE Transactions on Fuzzy Systems
Semantic awareness through computer vision

Proceedings of the 2nd ACM SIGCHI symposium on Engineering interactive computing systems
Discriminant analysis for fast multiclass data classification through regularized kernel function approximation

IEEE Transactions on Neural Networks
FSVM-CIL: fuzzy support vector machines for class imbalance learning

IEEE Transactions on Fuzzy Systems - Special section on computing with words
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures

IEEE Transactions on Image Processing
An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra

Computer Methods and Programs in Biomedicine
Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions

IEEE Transactions on Neural Networks
Feature selection with redundancy-constrained class separability

IEEE Transactions on Neural Networks
Cooperative boundary detection for spectrum sensing using dedicated wireless sensor networks

INFOCOM'10 Proceedings of the 29th conference on Information communications
So near and yet so far: New insight into properties of some well-known classifier paradigms

Information Sciences: an International Journal
Content-enriched classifier for web video classification

Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Polychotomous kernel Fisher discriminant via top-down induction of binary tree

Computers & Mathematics with Applications
Detecting Management Fraud in Public Companies

Management Science
Combining discrete SVM and fixed cardinality warping distances for multivariate time series classification

Pattern Recognition
Classification of steganalysis techniques: A study

Digital Signal Processing
Performance Comparison of Back Propagation Neural Network and Self Organization Map for Face Detection

Proceedings of the 7th International Conference on Frontiers of Information Technology
Moving human detection and recognition in videos using adaptive method and support vector machine

Proceedings of the 7th International Conference on Frontiers of Information Technology
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms

Information Sciences: an International Journal
Emotion detection via discriminative kernel method

Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Patent classification system using a new hybrid genetic algorithm support vector machine

Applied Soft Computing
On Lagrangian support vector regression

Expert Systems with Applications: An International Journal
A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

Expert Systems with Applications: An International Journal
A comparison of networked approximators in parallel mode identification of a bioreactor

Advances in Engineering Software
ECG signal monitoring using one-class support vector machine

AEE'10 Proceedings of the 9th WSEAS international conference on Applications of electrical engineering
A comparative analysis of machine learning techniques for student retention management

Decision Support Systems
A meta-heuristic approach for improving the accuracy in some classification algorithms

Computers and Operations Research
Incentive compatible regression learning

Journal of Computer and System Sciences
Integrating machine learning in intelligent bioinformatics

WSEAS Transactions on Computers
Review:

The Knowledge Engineering Review
Shape recognition based on Kernel-edit distance

Computer Vision and Image Understanding
Automatic system for diabetic retinopathy screening based on AM-FM, partial least squares, and support vector machines

ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
An interval type-2 fuzzy-neural network with support-vector regression for noisy regression problems

IEEE Transactions on Fuzzy Systems
Robust weighted kernel logistic regression in imbalanced and rare events data

Computational Statistics & Data Analysis
Multi-model classification method in heterogeneous image databases

Pattern Recognition
A multi-objective artificial immune algorithm for parameter optimization in support vector machine

Applied Soft Computing
Employing multiple-kernel support vector machines for counterfeit banknote recognition

Applied Soft Computing
Timing of resources exploration in the behavior of firm-Empirical simulation by intelligent hybrid model

Applied Soft Computing
Optimizing the kernel selection for support vector machines using performance measures

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Electroencephalogram wave signal analysis and epileptic seizure prediction using supervised classification approach

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Exploring syntactic structural features for sub-tree alignment using bilingual tree kernels

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Learning Translation Invariant Kernels for Classification

The Journal of Machine Learning Research
Pricing currency options with support vector regression and stochastic volatility model with jumps

Expert Systems with Applications: An International Journal
Kernel functions for case-based planning

Artificial Intelligence
Regularizing multiple kernel learning using response surface methodology

Pattern Recognition
Non-intrusive Detection of Driver Distraction using Machine Learning Algorithms

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Interval Forecast of Water Quality Parameters

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Describing the Result of a Classifier to the End-User: Geometric-based Sensitivity

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training

Computational Optimization and Applications
Online signature verification with support vector machines based on LCSS kernel functions

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
An on-chip-trainable Gaussian-Kernel analog support vector machine

IEEE Transactions on Circuits and Systems Part I: Regular Papers
Audio-based semantic concept classification for consumer video

IEEE Transactions on Audio, Speech, and Language Processing
OP-KNN: method and applications

Advances in Artificial Neural Systems
Large-margin classification in infinite neural networks

Neural Computation
SVM-based supervised and unsupervised classification schemes

WSEAS Transactions on Computers
Joint entity and relation extraction using card-pyramid parsing

CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
A conditional entropy minimization criterion for dimensionality reduction and multiple kernel learning

Neural Computation
Fault diagnosis of analog circuits based on machine learning

Proceedings of the Conference on Design, Automation and Test in Europe
Application of semantic annotations to predicting users' demographics

ESAIR '10 Proceedings of the third workshop on Exploiting semantic annotations in information retrieval
From linear to non-linear kernel based classifiers for bankruptcy prediction

Neurocomputing
A sequential learning algorithm for self-adaptive resource allocation network classifier

Neurocomputing
Building binary-tree-based multiclass classifiers using separability measures

Neurocomputing
Primal twin support vector regression and its sparse approximation

Neurocomputing
DC models for spherical separation

Journal of Global Optimization
Support feature machine for DNA microarray data

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Credibility coefficients based on SVM

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Space speaks: towards socially and personality aware visual surveillance

Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Visual object-action recognition: Inferring object affordances from human demonstration

Computer Vision and Image Understanding
A decision support system for usability evaluation of web-based information systems

Expert Systems with Applications: An International Journal
A multiple-kernel support vector regression approach for stock market price forecasting

Expert Systems with Applications: An International Journal
Making words work: Using financial text as a predictor of financial events

Decision Support Systems
Modeling pricing strategies using game theory and support vector machines

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
From on-going to complete activity recognition exploiting related activities

HBU'10 Proceedings of the First international conference on Human behavior understanding
Honest signals and their contribution to the automatic analysis of personality traits: a comparative study

HBU'10 Proceedings of the First international conference on Human behavior understanding
Retracted: recognition of emotion with SVMs

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Similarity-Based Classification in Relational Databases

Fundamenta Informaticae
Robust 1-norm soft margin smooth support vector machine

IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Training strategy of semantic concept detectors using support vector machine in naked image classification

PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
An online adaptive approach to alert correlation

DIMVA'10 Proceedings of the 7th international conference on Detection of intrusions and malware, and vulnerability assessment
Comparison-based optimizers need comparison-based surrogates

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Topological localization of mobile robots using probabilistic support vector classification

CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Multi-cue discriminative place recognition

CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Robust face recognition using probabilistic facial trait code

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Grammatical inference as class discrimination

ICGI'10 Proceedings of the 10th international colloquium conference on Grammatical inference: theoretical results and applications
Time series gene expression data classification via L1-norm temporal SVM

PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
A fast dual method for HIK SVM learning

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
The model of rainfall forecasting by support vector regression based on particle swarm optimization algorithms

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 II
Classification of malignant lymphomas by classifier ensemble with multiple texture features

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
Using support vector machines for generating synthetic datasets

PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
An incremental support vector machine-trained TS-type fuzzy system for online classification problems

Fuzzy Sets and Systems
Survey on speech emotion recognition: Features, classification schemes, and databases

Pattern Recognition
Disambiguation in the biomedical domain: The role of ambiguity type

Journal of Biomedical Informatics
Rule extraction from support vector machines: A review

Neurocomputing
Temporal data mining using shape space representations of time series

Neurocomputing
GeeAir: a universal multimodal remote control device for home appliances

Personal and Ubiquitous Computing
Gaze quality assisted automatic recognition of social contexts in collaborative Tetris

International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Using local alignments for relation recognition

Journal of Artificial Intelligence Research
A survey of paraphrasing and textual entailment methods

Journal of Artificial Intelligence Research
A novel technique for subpixel image classification based on support vector machine

IEEE Transactions on Image Processing
Emotion recognition from EEG using higher order crossings

IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Fuzzy hyper-prototype clustering

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Automatic view recognition in echocardiogram videos using parts-based representation

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Cue integration through discriminative accumulation

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Self-normalized linear tests

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A fuzzy prediction model for calling communities

International Journal of Networking and Virtual Organisations
Distributional lexical semantics: Toward uniform representation paradigms for advanced acquisition and processing tasks

Natural Language Engineering
Using an iterative linear solver in an interior-point method for generating support vector machines

Computational Optimization and Applications
Bootstrapping location relations from text

Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Letters: Large-margin nearest neighbor classifiers via sample weight learning

Neurocomputing
Automatic tag recommendation algorithms for social recommender systems

ACM Transactions on the Web (TWEB)
On complexity issues of online learning algorithms

IEEE Transactions on Information Theory
An optimized tongue image color correction scheme

IEEE Transactions on Information Technology in Biomedicine
Clifford support vector machines for classification, regression, and recurrence

IEEE Transactions on Neural Networks
Usefulness of support vector machine to develop an early warning system for financial crisis

Expert Systems with Applications: An International Journal
A novel robust kernel for visual learning problems

Neurocomputing
Logistic classification with varying Gaussians

Computers & Mathematics with Applications
A new smooth support vector machine

AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Augmenting capsule endoscopy diagnosis: a similarity learning approach

MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Driver drowsiness warning system using visual information for both diurnal and nocturnal illumination conditions

EURASIP Journal on Advances in Signal Processing - Special title on vehicular ad hoc networks
Realistic subsurface anomaly discrimination using electromagnetic induction and an SVM classifier

EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
Skin lesions classification with optical spectroscopy

MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval

Applied Soft Computing
Fault diagnosis of ball bearings using continuous wavelet transform

Applied Soft Computing
Multimodel decision support system for psychiatry problem

Expert Systems with Applications: An International Journal
Combining different local binary pattern variants to boost performance

Expert Systems with Applications: An International Journal
A vision inspection system for the surface defects of strongly reflected metal based on multi-class SVM

Expert Systems with Applications: An International Journal
Unsupervised feature selection using weighted principal components

Expert Systems with Applications: An International Journal
From layout to semantic: a reranking model for mapping web documents to mediated XML representations

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Selective sampling techniques for feedback-based data retrieval

Data Mining and Knowledge Discovery
Two-stage approach for unbalanced classification with time-varying decision boundary: application to marine container inspection

ACM SIGKDD Workshop on Intelligence and Security Informatics
Goal evaluation of segmentation algorithms for traffic sign recognition

IEEE Transactions on Intelligent Transportation Systems
Graph embedding using constant shift embedding

ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Class information adapted kernel for support vector machine

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Fast implementation of string-kernel-based support vector classifiers by GPU computing

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Improvement of reuse of classifiers in CBIR using SVM active learning

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Incorporating social entropy for crowd behavior detection using SVM

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Utilizing invariant descriptors for finger spelling American sign language using SVM

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Automatic learning of gesture recognition model using SOM and SVM

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
A novel framework for multi-class classification via ternary smooth support vector machine

Pattern Recognition
Designing constraints: Composing and performing with digital musical systems

Computer Music Journal
Transform based spatio-temporal descriptors for human action recognition

Neurocomputing
Exploiting probabilistic topic models to improve text categorization under class imbalance

Information Processing and Management: an International Journal
A versatile software tool making best use of sparse data for closed loop process control

Advances in Engineering Software
Applications of machine learning techniques to a sensor-network-based prosthesis training system

Applied Soft Computing
Learning with uncertain kernel matrix set

Journal of Computer Science and Technology
A perceptron-like linear supervised algorithm for text classification

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
A GA-based support vector machine diagnosis model for business crisis

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
SVM based feature selection: why are we using the dual?

IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Automatic Nevirapine concentration interpretation system using support vector regression

Computer Methods and Programs in Biomedicine
A combination system for prediction of Chinese Materia Medica properties

Computer Methods and Programs in Biomedicine
Tree Decomposition for Large-Scale SVM Problems

The Journal of Machine Learning Research
Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation

The Journal of Machine Learning Research
Training SVMs Without Offset

The Journal of Machine Learning Research
A new feature selection method based on support vector machines for text categorisation

International Journal of Data Analysis Techniques and Strategies
A multigrid method for the estimation of geometric anisotropy in environmental data from sensor networks

Computers & Geosciences
An improved algorithm for support vector clustering based on maximum entropy principle and kernel matrix

Expert Systems with Applications: An International Journal
A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis

Expert Systems with Applications: An International Journal
Engine ignition signal diagnosis with Wavelet Packet Transform and Multi-class Least Squares Support Vector Machines

Expert Systems with Applications: An International Journal
Using partial least squares and support vector machines for bankruptcy prediction

Expert Systems with Applications: An International Journal
Traffic flow condition classification for short sections using single microwave sensor

EURASIP Journal on Advances in Signal Processing - Special title on vehicular ad hoc networks
Testing Halfspaces

SIAM Journal on Computing
KISS: stochastic packet inspection classifier for UDP traffic

IEEE/ACM Transactions on Networking (TON)
Differential optical flow applied to automatic facial expression recognition

Neurocomputing
A system for licence plate recognition using a hierarchically combined classifier

International Journal of Intelligent Systems Technologies and Applications
A unified scheme of shot boundary detection and anchor shot detection in news video story parsing

Multimedia Tools and Applications
Traffic incident classification at intersections based on image sequences by HMM/SVM classifiers

Multimedia Tools and Applications
Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content

Journal of Biomedical Informatics
Exploiting Textons distributions on spatial hierarchy for scene classification

Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
Fuzzy associative rule-based approach for pattern mining and identification and pattern-based classification

Proceedings of the 20th international conference companion on World wide web
SVM based context awareness using body area sensor network for pervasive healthcare monitoring

Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Characterization of discontinuities in high-dimensional stochastic problems on adaptive sparse grids

Journal of Computational Physics
Maximal Discrepancy for Support Vector Machines

Neurocomputing
Context-based support vector machines for interconnected image annotation

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Labelwise margin maximization for sequence labeling

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Characterizing structural relationships in scenes using graph kernels

ACM SIGGRAPH 2011 papers
A method for text localization and recognition in real-world images

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Max Margin Learning of Hierarchical Configural Deformable Templates (HCDTs) for Efficient Object Parsing and Pose Estimation

International Journal of Computer Vision
A fast method of feature extraction for kernel MSE

Neurocomputing
Multiple kernel learning in protein-protein interaction extraction from biomedical literature

Artificial Intelligence in Medicine
Support vector machines for classification of input vectors with different metrics

Computers & Mathematics with Applications
Municipal revenue prediction by ensembles of neural networks and support vector machines

WSEAS Transactions on Computers
Kernel-based algorithm for clustering spatial data

ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Pairwise multi-classification support vector machines: quadratic programming (QP-PAMSVM) formulations

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Support vector machines and eddy-current tests for flaws characterisation in thin metallic plates

ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
A new hybrid method based on local fisher discriminant analysis and support vector machines for hepatitis disease diagnosis

Expert Systems with Applications: An International Journal
Predicting epileptic seizure from MRI using fast single shot proximal support vector machine

Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Testing (subclasses of) halfspaces

Property testing
Municipal revenue prediction by support vector machine ensembles

ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
The analysis of a faster algorithm for support vector machine-based classification

ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
The emotion recognition through classification with the support vector machines

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Performance analysis of associative memory using the maximal margin learning

ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Uncertainty and sensitivity analysis issues in support vector machines

ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Robust kernel-based regression

CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs)

Applied Soft Computing
Smooth performance landscapes of the variational Bayesian approach

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
SoftDoubleMinOver: a simple procedure for maximum margin classification

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Reducing the effect of out-voting problem in ensemble based incremental support vector machines

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Componentwise support vector machines for structure detection

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Feature selection and fusion for texture classification

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
On kernel discriminant analyses applied to phoneme classification

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Testing (subclasses of) halfspaces

Property testing
Tracking and analysis of cine-delayed enhancement MR

MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
High-order markov kernels for network intrusion detection

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Combining time-scale feature extractions with SVMs for stock index forecasting

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Introduction to digital level layers

DGCI'11 Proceedings of the 16th IAPR international conference on Discrete geometry for computer imagery
Adult face recognition in score-age-quality classification space

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Multi-objective genetic algorithm evaluation in feature selection

EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
A framework for rapid visual image search using single-trial brain evoked responses

Neurocomputing
A support vector machine classifier with automatic confidence and its application to gender classification

Neurocomputing
Exact indexing for support vector machines

Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
LCI: a social channel analysis platform for live customer intelligence

Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
NOAM: news outlets analysis and monitoring system

Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Multiclass Kernel-Imbedded Gaussian Processes for Microarray Data Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Real-time tracking with classifiers

WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Combining document classification and ontology alignment for semantically enriching web services

New Generation Computing
Help-Training for semi-supervised support vector machines

Pattern Recognition
Two-stage replenishment policies for deteriorating items at Taiwanese convenience stores

Computers and Operations Research
Tuning metaheuristics: A data mining based approach for particle swarm optimization

Expert Systems with Applications: An International Journal
Support Vector Machine incorporated with feature discrimination

Expert Systems with Applications: An International Journal
Multiple-kernel SVM based multiple-task oriented data mining system for gene expression data analysis

Expert Systems with Applications: An International Journal
TransSearch: from a bilingual concordancer to a translation finder

Machine Translation
Learning readers' news preferences with support vector machines

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Exploiting separability in large-scale linear support vector machine training

Computational Optimization and Applications
Segmentation of retinal blood vessels using the radial projection and semi-supervised approach

Pattern Recognition
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition

Pattern Recognition
Recursive projection twin support vector machine via within-class variance minimization

Pattern Recognition
PLINI: a probabilistic logic program framework for inconsistent news information

Logic programming, knowledge representation, and nonmonotonic reasoning
Conotoxin protein classification using pairwise comparison and amino acid composition: toxin-aam

Proceedings of the 13th annual conference on Genetic and evolutionary computation
End-to-end relation extraction using distant supervision from external semantic repositories

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Building a qualitative recruitment system via SVM with MCDM approach

Applied Intelligence
L2-SVM: Dependence on the regularization parameter

Pattern Recognition and Image Analysis
Improving the accuracy of suicide attempter classification

Artificial Intelligence in Medicine
sEMG Signal classification for the motion pattern of intelligent bionic artificial limb

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Fast learning fully complex-valued classifiers for real-valued classification problems

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
A probing algorithm for MINLP with failure prediction by SVM

CPAIOR'11 Proceedings of the 8th international conference on Integration of AI and OR techniques in constraint programming for combinatorial optimization problems
Remote sensing image information mining with HPC cluster and DryadLINQ

Proceedings of the 49th Annual Southeast Regional Conference
Metamodeling development for reliability-based design optimization of automotive body structure

Computers in Industry
Regression conformal prediction with nearest neighbours

Journal of Artificial Intelligence Research
Detecting fake websites: the contribution of statistical learning theory

MIS Quarterly
Classification probabilistic PCA with application in domain adaptation

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Automatic discovery of patterns in media content

CPM'11 Proceedings of the 22nd annual conference on Combinatorial pattern matching
A Randomized Exhaustive Propositionalization Approach for Molecule Classification

INFORMS Journal on Computing
A Linearly Convergent Linear-Time First-Order Algorithm for Support Vector Classification with a Core Set Result

INFORMS Journal on Computing
2D-interval predictions for time series

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Stochastic Methods for l1-regularized Loss Minimization

The Journal of Machine Learning Research
Multiple Kernel Learning Algorithms

The Journal of Machine Learning Research
A comparison of spectrum kernel machines for protein subnuclear localization

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Risk estimation for hierarchical classifier

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Exploiting unlabeled data for question classification

NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
A hybrid approach for Pap-Smear cell nucleus extraction

MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Case-based expert system using wavelet packet transform and kernel-based feature manipulation for engine ignition system diagnosis

Engineering Applications of Artificial Intelligence
Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold

Pattern Recognition Letters
Support vector machines neural networks to a hybrid neuro-genetic SVM form in corporate financial analysis

Proceedings of the 15th WSEAS international conference on Systems
Unsupervized data-driven partitioning of multiclass problems

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
The copula echo state network

Pattern Recognition
A novel SVM+NDA model for classification with an application to face recognition

Pattern Recognition
Kernel machines for epilepsy diagnosis via EEG signal classification: A comparative study

Artificial Intelligence in Medicine
Non-invasive estimate of blood glucose and blood pressure from a photoplethysmograph by means of machine learning techniques

Artificial Intelligence in Medicine
Asynchronous peer-to-peer data mining with stochastic gradient descent

Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Comparing the one-vs-one and one-vs-all methods in benthic macroinvertebrate image classification

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Activity recognition with mobile phones

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Feature selection for support vector machines with RBF kernel

Artificial Intelligence Review
An evaluation of anomaly-based intrusion detection engines for mobile ad hoc networks

TrustBus'11 Proceedings of the 8th international conference on Trust, privacy and security in digital business
Asymmetric Kernel scaling for imbalanced data classification

WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications
A procedure using support vector data description and mutual information for end price assessment in online C2C auction

Electronic Commerce Research
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy

Journal of Intelligent Information Systems
Application of the MINOE regulatory analysis framework: case studies

Proceedings of the 12th Annual International Digital Government Research Conference: Digital Government Innovation in Challenging Times
Ranking function adaptation with boosting trees

ACM Transactions on Information Systems (TOIS)
A classifier for Bangla handwritten numeral recognition

Expert Systems with Applications: An International Journal
Random interest regions for object recognition based on texture descriptors and bag of features

Expert Systems with Applications: An International Journal
A Short-Term Forecasting Algorithm for Network Traffic Based on Chaos Theory and SVM

Journal of Network and Systems Management
Forecasting stock indices with wavelet domain kernel partial least square regressions

Applied Soft Computing
Matrix pattern based minimum within-class scatter support vector machines

Applied Soft Computing
Session-based classification of internet applications in 3G wireless networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
Column subset selection for active learning in image classification

Neurocomputing
The human-like emotions recognition using mutual information and semantic clues

Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
On the use of feed-forward neural networks to discriminate between models in financial and insurance risk frameworks

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Conditional graphical models for protein structure prediction

Conditional graphical models for protein structure prediction
Cross-validation, bootstrap, and support vector machines

Advances in Artificial Neural Systems
Segmentation of endothelial cell boundaries of rabbit aortic images using a machine learning approach

Journal of Biomedical Imaging
A multilevel information fusion approach for visual quality inspection

Information Fusion
An extended-HCT semantic description for visual place recognition

International Journal of Robotics Research
Support vector machines based on weighted scatter degree

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Website fingerprinting in onion routing based anonymization networks

Proceedings of the 10th annual ACM workshop on Privacy in the electronic society
Adversarial machine learning

Proceedings of the 4th ACM workshop on Security and artificial intelligence
A cascaded method to detect aircraft in video imagery

International Journal of Robotics Research
A study on the use of multiple surrogate models in valve design

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
Intelligent fault diagnosis of rotating machinery using infrared thermal image

Expert Systems with Applications: An International Journal
Scaling-efficient in-situ training of CMOL CrossNet classifiers

Neural Networks
Fuzzy classifiers: Opportunities and challenges

SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
The perceptron with dynamic margin

ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
Combining meta-learning and search techniques to select parameters for support vector machines

Neurocomputing
Analysis of complexity indices for classification problems: Cancer gene expression data

Neurocomputing
Survey on LBP based texture descriptors for image classification

Expert Systems with Applications: An International Journal
Grey relational grade in local support vector regression for financial time series prediction

Expert Systems with Applications: An International Journal
A multi-class SVM classification system based on learning methods from indistinguishable chinese official documents

Expert Systems with Applications: An International Journal
Vibrant fault diagnosis for hydroelectric generator units with a new combination of rough sets and support vector machine

Expert Systems with Applications: An International Journal
Modeling NOx emissions from coal-fired utility boilers using support vector regression with ant colony optimization

Engineering Applications of Artificial Intelligence
A fully complex-valued radial basis function classifier for real-valued classification problems

Neurocomputing
Letters: Using Sequential Unconstrained Minimization Techniques to simplify SVM solvers

Neurocomputing
Statistical Soft Error Rate (SSER) Analysis for Scaled CMOS Designs

ACM Transactions on Design Automation of Electronic Systems (TODAES)
Modeling social strength in social media community via kernel-based learning

MM '11 Proceedings of the 19th ACM international conference on Multimedia
An effective double-bounded tree-connected Isomap algorithm for microarray data classification

Pattern Recognition Letters
Intra-firm information flow: a content-structure perspective

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Smart metering de-pseudonymization

Proceedings of the 27th Annual Computer Security Applications Conference
Comparative analysis of data mining methods for bankruptcy prediction

Decision Support Systems
Pedestrian detection for intelligent transportation systems combining AdaBoost algorithm and support vector machine

Expert Systems with Applications: An International Journal
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Random Convex Programs

SIAM Journal on Optimization
Data fusion for fault diagnosis using dempster-shafer theory based multi-class SVMs

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Genetic programming for kernel-based learning with co-evolving subsets selection

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Determining optimal decision model for support vector machine by genetic algorithm

CIS'04 Proceedings of the First international conference on Computational and Information Science
A semantic kernel to exploit linguistic knowledge

AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Taxonomy of classifiers based on dissimilarity features

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Segmentation evaluation using a support vector machine

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Optimizing weighted kernel function for support vector machine by genetic algorithm

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
The structured elastic net for quantile regression and support vector classification

Statistics and Computing
Model selection in kernel methods based on a spectral analysis of label information

DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A combinatorial approach to hypothesis similarity in generalization bounds

Pattern Recognition and Image Analysis
Application of Higher Order Spectra to Identify Epileptic EEG

Journal of Medical Systems
The novelty detection approach for different degrees of class imbalance

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Signal sorting based on SVC & K-means clustering in ESM systems

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Zoomed clusters

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Forecasting the flow of data packets for website traffic analysis – ASVR-Tuned ANFIS/NGARCH approach

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Forecasting electricity demand by hybrid machine learning model

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
PSO-Based hyper-parameters selection for LS-SVM classifiers

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Approaches to classification of multichannel images

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Local linear approximation for kernel methods: the railway kernel

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
An approach to automatic target recognition in radar images using SVM

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Score distribution approach to automatic kernel selection for image retrieval systems

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
A declarative kernel for concept descriptions

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Structural inference of sensor-based measurements

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Shape categorization using string kernels

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A robust and hierarchical approach for camera motion classification

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Model selection using a class of kernels with an invariant metric

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Interpolating support information granules

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
An evolutionary approach to automatic kernel construction

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A competitive approach to neural device modeling: support vector machines

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Constant rate approximate maximum margin algorithms

ECML'06 Proceedings of the 17th European conference on Machine Learning
Classification with support hyperplanes

ECML'06 Proceedings of the 17th European conference on Machine Learning
Efficient large scale linear programming support vector machines

ECML'06 Proceedings of the 17th European conference on Machine Learning
A novel multiple support vector machines architecture for chaotic time series prediction

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
A hybrid unscented kalman filter and support vector machine model in option price forecasting

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Harmonic source model based on support vector machine

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Optimal clustering-based ART1 classification in bioinformatics: g-protein coupled receptors classification

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Fuzzy c-means algorithm with divergence-based kernel

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Combining fuzzy cognitive maps with support vector machines for bladder tumor grading

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Automated lesion detection in retinal images

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
A focused crawling for the web resource discovery using a modified proximal support vector machines

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I
Projecting financial data using genetic programming in classification and regression tasks

EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Parallel implementation of logical analysis of data (LAD) for discriminatory analysis of protein mass spectrometry data

PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
ϵ-Tube based pattern selection for support vector machines

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Self-adaptive two-phase support vector clustering for multi-relational data mining

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Support vector machines based image interpolation correction scheme

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Understanding protein structure prediction using SVM_DT

ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
Automatic extraction of DNA profiles in polyacrilamide gel electrophoresis images

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
A comparative study on support vector machine and constructive RBF neural network for prediction of success of dental implants

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
A novel T2-SVM for partially supervised classification

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Linear penalization support vector machines for feature selection

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Sketch based facial expression recognition using graphics hardware

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Content-Based affective image classification and retrieval using support vector machines

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
Granular regression

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
A greek named-entity recognizer that uses support vector machines and active learning

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Violence content classification using audio features

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
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
An analysis of the anti-learning phenomenon for the class symmetric polyhedron

ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
ACME: an associative classifier based on maximum entropy principle

ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Iris recognition with support vector machines

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Optimal oracle inequality for aggregation of classifiers under low noise condition

COLT'06 Proceedings of the 19th annual conference on Learning Theory
Online learning meets optimization in the dual

COLT'06 Proceedings of the 19th annual conference on Learning Theory
Malware classification using instruction frequencies

Proceedings of the 2011 ACM Symposium on Research in Applied Computation
SVM approach with a genetic algorithm for network intrusion detection

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Classification of volatile organic compounds with incremental SVMs and RBF networks

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
The feature selection and intrusion detection problems

ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
Learning control for space robotic operation using support vector machines

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Wafer yield estimation using support vector machines

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Joint time-frequency and kernel principal component based SOM for machine maintenance

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Application of support vector machines to vapor detection and classification for environmental monitoring of spacecraft

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Motion-Alert: automatic anomaly detection in massive moving objects

ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Detection of tornados using an incremental revised support vector machine with filters

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Efficient twin parametric insensitive support vector regression model

Neurocomputing
Supervised neighborhood graph construction for semi-supervised classification

Pattern Recognition
A spatially constrained fuzzy hyper-prototype clustering algorithm

Pattern Recognition
Fast learning Circular Complex-valued Extreme Learning Machine (CC-ELM) for real-valued classification problems

Information Sciences: an International Journal
Discovering approximate expressions of GPS geometric dilution of precision using genetic programming

Advances in Engineering Software
Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface

Neurocomputing
A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach

Computers and Operations Research
Quality-aware similarity assessment for entity matching in Web data

Information Systems
Human action segmentation and recognition via motion and shape analysis

Pattern Recognition Letters
A Support Vector Machine approach based on physical model training for rolling element bearing fault detection in industrial environments

Engineering Applications of Artificial Intelligence
Freely-drawn sketches interpretation using SVMs-chain modeling

Engineering Applications of Artificial Intelligence
Textual data mining for industrial knowledge management and text classification: A business oriented approach

Expert Systems with Applications: An International Journal
Palmprint verification based on 2D - Gabor wavelet and pulse-coupled neural network

Knowledge-Based Systems
Robust cutpoints in the logical analysis of numerical data

Discrete Applied Mathematics
An analytic approach to better understanding and management of coronary surgeries

Decision Support Systems
Predicting network throughput for grid applications on network virtualization areas

Proceedings of the first international workshop on Network-aware data management
Evolutionary training of SVM for multiple category classification problems with self-adaptive parameters

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Object categorization using kernels combining graphs and histograms of gradients

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Using MILOS to build a multimedia digital library application: the photobook experience

ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
SVM approach with CTNT to detect DDoS attacks in grid computing

GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing
A new DDoS detection model using multiple SVMs and TRA

EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Classifying web data in directory structures

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Tracking targets via particle based belief propagation

ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Application of semi-supervised learning to evaluative expression classification

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Using physiological signals to evolve art

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Context-Sensitive kernel functions: a distance function viewpoint

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
On PAC learning algorithms for rich boolean function classes

TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Time series predictions using multi-scale support vector regressions

TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Genetic granular kernel methods for cyclooxygenase-2 inhibitor activity comparison

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Support vector machines with beta-mixing input sequences

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Robust data clustering in mercer kernel-induced feature space

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
SVM-Based tumor classification with gene expression data

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Wavelet ridges for musical instrument classification

Journal of Intelligent Information Systems
MaxMinOver regression: a simple incremental approach for support vector function approximation

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
A game-theoretic approach to weighted majority voting for combining SVM classifiers

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Online stabilization of chaotic maps via support vector machines based generalized predictive control

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Nature-Inspiration on kernel machines: data mining for continuous and discrete variables

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Prediction of the O-glycosylation sites in protein by layered neural networks and support vector machines

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Combining monte carlo filters with support vector machines for option price forecasting

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Kiss to abacus: a comparison of P2P-TV traffic classifiers

TMA'10 Proceedings of the Second international conference on Traffic Monitoring and Analysis
Detector of image orientation based on borda-count

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Automatic photo indexing based on person identity

PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Effectiveness of document representation for classification

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Spectral kernels for classification

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Intrusion detection system based on multi-class SVM

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Analysis of generic perceptron-like large margin classifiers

ECML'05 Proceedings of the 16th European conference on Machine Learning
Mixture of SVMs for face class modeling

MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
On proving the efficiency of alternative RF tests

Proceedings of the International Conference on Computer-Aided Design
A comparison of latent variable models for conversation analysis

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Inferring a graph from path frequency

CPM'05 Proceedings of the 16th annual conference on Combinatorial Pattern Matching
Decision support system for the diagnosis of parkinson's disease

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Boosting soft-margin SVM with feature selection for pedestrian detection

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Ensemble of SVMs for incremental learning

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
An abnormal ECG beat detection approach for long-term monitoring of heart patients based on hybrid kernel machine ensemble

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Improving fusion with margin-derived confidence in biometric authentication tasks

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Biometric recognition using feature selection and combination

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Genetic algorithm and neural network based classification in microarray data analysis with biological validity assessment

ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
HyParSVM: a new hybrid parallel software for support vector machine learning on SMP clusters

Euro-Par'06 Proceedings of the 12th international conference on Parallel Processing
Statistical learning approaches with application to face detection

ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Multi-objective model selection for support vector machines

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Computational and statistical methods in bioinformatics

AM'03 Proceedings of the Second international conference on Active Mining
Fuzzy self-organizing map neural network using kernel PCA and the application

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A simple quantile regression via support vector machine

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Gait recognition via independent component analysis based on support vector machine and neural network

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Uncertainty support vector method for ordinal regression

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Application of emerging patterns for multi-source bio-data classification and analysis

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Prediction rule generation of MHC class i binding peptides using ANN and GA

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Combined kernel function approach in SVM for diagnosis of cancer

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A gradual training algorithm of incremental support vector machine learning

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
An improved method of feature selection based on concept attributes in text classification

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Information release control: a learning-based architecture

Journal on Data Semantics II
Protein cellular localization with multiclass support vector machines and decision trees

BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
A new support vector machine for data mining

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Robust ensemble learning for cancer diagnosis based on microarray data classification

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Approximating a gram matrix for improved kernel-based learning

COLT'05 Proceedings of the 18th annual conference on Learning Theory
Generating estimates of classification confidence for a case-based spam filter

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
A robust graph partition method from the path-weighted adjacency matrix

GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Text classification for DAG-Structured categories

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Radar emitter signal recognition based on feature selection and support vector machines

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Methods of decreasing the number of support vectors via k-mean clustering

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Cost effective depression patient thought record categorization via self-taught learning

Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
Least squares recursive projection twin support vector machine for classification

Pattern Recognition
Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the 'on-line' optimization of highly complex control problems

Expert Systems with Applications: An International Journal
Simplify decision function of reduced support vector machines

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
A comparative study on machine learning techniques for prediction of success of dental implants

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
A three-way decision approach to email spam filtering

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Bayesian kernel learning methods for parametric accelerated life survival analysis

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Support vector machine to synthesise kernels

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Appropriate kernel functions for support vector machine learning with sequences of symbolic data

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
A generate and rank approach to sentence paraphrasing

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Assigning polarity scores to reviews using machine learning techniques

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Parallel tuning of support vector machine learning parameters for large and unbalanced data sets

CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Using dual eye-tracking to unveil coordination and expertise in collaborative Tetris

BCS '10 Proceedings of the 24th BCS Interaction Specialist Group Conference
SVM classification for discriminating cardiovascular disease patients from non-cardiovascular disease controls using pulse waveform variability analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
An investigation into applying support vector machines to pixel classification in image processing

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
The effect of attribute scaling on the performance of support vector machines

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Analysis and classification of strategies in electronic negotiations

AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
SVM based packet marking technique for traceback on malicious DDoS traffic

ICOIN'06 Proceedings of the 2006 international conference on Information Networking: advances in Data Communications and Wireless Networks
Enforcing security with behavioral fingerprinting

Proceedings of the 7th International Conference on Network and Services Management
Classification of breast cancer grades through quantitative characterization of ductal structure morphology in three-dimensional cultures

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Regularized feature extractions and support vector machines for hyperspectral image data classification

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Handedness tests for preschool children: A novel approach based on graphics tablets and support vector machines

Applied Soft Computing
Optimization of training samples with affinity propagation algorithm for multi-class SVM classification

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A new intelligent prediction method for grade estimation

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Using classification techniques to improve replica selection in data grid

ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Minimal design of error-correcting output codes

Pattern Recognition Letters
Long term prediction of product quality in a glass manufacturing process using a kernel based approach

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Load forecasting using fixed-size least squares support vector machines

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
A new kernel based on high-scored pairs of tri-peptides and its application in prediction of protein subcellular localization

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Increasing the training speed of SVM, the zoutendijk algorithm case

ISSADS'05 Proceedings of the 5th international conference on Advanced Distributed Systems
Automatic segmentation of whole-body bone scintigrams as a preprocessing step for computer assisted diagnostics

AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Some marginal learning algorithms for unsupervised problems

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Modeling how students learn to program

Proceedings of the 43rd ACM technical symposium on Computer Science Education
Improving classification performance of Support Vector Machine by genetically optimising kernel shape and hyper-parameters

Applied Intelligence
Learning data structure from classes: A case study applied to population genetics

Information Sciences: an International Journal
A survey on gaps, threat remediation challenges and some thoughts for proactive attack detection in cloud computing

Future Generation Computer Systems
Optimal training subset in a support vector regression electric load forecasting model

Applied Soft Computing
Combining discriminative and descriptive models for tracking

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
VisTree: generic decision tree inducer and visualizer

DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
Similarity kernels for nearest neighbor-based outlier detection

IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
A new formulation for classification by ellipsoids

TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
Using score distribution models to select the kernel type for a web-based adaptive image retrieval system (AIRS)

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Multivariate stream data classification using simple text classifiers

DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
An empirical comparison of feature reduction methods in the context of microarray data classification

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Human action classification using SVM_2K classifier on motion features

MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
A fast bit-parallel algorithm for gapped string kernels

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Feature selection using SVM probabilistic outputs

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Unified kernel function and its training method for SVM

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A distributed support vector machines architecture for chaotic time series prediction

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Data mining with parallel support vector machines for classification

ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
A class of new kernels based on high-scored pairs of k-peptides for SVMs and its application for prediction of protein subcellular localization

Transactions on Computational Systems Biology II
Evolutionary construction of granular kernel trees for cyclooxygenase-2 inhibitor activity comparison

Transactions on Computational Systems Biology V
Large margin classifiers and Random Forests for integrated biological prediction

International Journal of Bioinformatics Research and Applications
An ontology for clinical questions about the contents of patient notes

Journal of Biomedical Informatics
Integrated classifier hyperplane placement and feature selection

Expert Systems with Applications: An International Journal
Forecasting foreign exchange rates using kernel methods

Expert Systems with Applications: An International Journal
Kernel ridge regression for out-of-sample mapping in supervised manifold learning

Expert Systems with Applications: An International Journal
Daily living activity recognition based on statistical feature quality group selection

Expert Systems with Applications: An International Journal
A classifier ensemble approach for the missing feature problem

Artificial Intelligence in Medicine
fMRI brain data classification using cellular automata

AIC'10/BEBI'10 Proceedings of the 10th WSEAS international conference on applied informatics and communications, and 3rd WSEAS international conference on Biomedical electronics and biomedical informatics
Clustering support vector machines and its application to local protein tertiary structure prediction

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Language patterns in the learning of strategies from negotiation texts

AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Selection of prototype rules: context searching via clustering

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
z-SVM: an SVM for improved classification of imbalanced data

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Visual reranking with local learning consistency

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Performances evaluation of GMM-UBM and GMM-SVM for speaker recognition in realistic world

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A TSVM-Based minutiae matching approach for fingerprint verification

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Integrating utility into face de-identification

PET'05 Proceedings of the 5th international conference on Privacy Enhancing Technologies
Segmentation of on-line handwritten japanese text using SVM for improving text recognition

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
An application of support vector machine to companies' financial distress prediction

MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Authorship Attribution Based on Specific Vocabulary

ACM Transactions on Information Systems (TOIS)
Predicting and analyzing secondary education placement-test scores: A data mining approach

Expert Systems with Applications: An International Journal
The echo state conditional random field model for sequential data modeling

Expert Systems with Applications: An International Journal
Computer vision for fruit harvesting robots state of the art and challenges ahead

International Journal of Computational Vision and Robotics
Mass classification with level set segmentation and shape analysis for breast cancer diagnosis using mammography

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Advanced support vector machines for 802.11 indoor location

Signal Processing
Online Learning and Online Convex Optimization

Foundations and Trends® in Machine Learning
Computer---Aided diagnosis of pigmented skin dermoscopic images

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
A new sentence compression dataset and its use in an abstractive generate-and-rank sentence compressor

UCNLG+EVAL '11 Proceedings of the UCNLG+Eval: Language Generation and Evaluation Workshop
Online modeling of proactive moderation system for auction fraud detection

Proceedings of the 21st international conference on World Wide Web
Multi kernel learning with online-batch optimization

The Journal of Machine Learning Research
Mutual Information Optimization for Mass Spectra Data Alignment

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Design and comparative study of online kernel methods identification of nonlinear system in RKHS space

Artificial Intelligence Review
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques

Journal of Medical Systems
Properties of the solution of L2-Support Vector Machine as a function of regularization parameter

Pattern Recognition and Image Analysis
Automatic recognition of gait-related health problems in the elderly using machine learning

Multimedia Tools and Applications
Evaluation measures for kernel optimization

Pattern Recognition Letters
Minimizing the error of linear separators on linearly inseparable data

Discrete Applied Mathematics
Phishing detection with popular search engines: simple and effective

FPS'11 Proceedings of the 4th Canada-France MITACS conference on Foundations and Practice of Security
Local CCA alignment and its applications

Neurocomputing
Can under-exploited structure of original-classes help ECOC-based multi-class classification?

Neurocomputing
Online independent reduced least squares support vector regression

Information Sciences: an International Journal
Comparing data mining classifiers for grading raisins based on visual features

Computers and Electronics in Agriculture
Classification of physiology indicators for the automatic detection of potentially hazardous physiological states

Applied Computational Intelligence and Soft Computing
Four machine learning algorithms for biometrics fusion: a comparative study

Applied Computational Intelligence and Soft Computing
Classification of emotional speech using 3DEC hierarchical classifier

Speech Communication
Parkinson's Disease tremor classification - A comparison between Support Vector Machines and neural networks

Expert Systems with Applications: An International Journal
Capsule endoscopy image analysis using texture information from various colour models

Computer Methods and Programs in Biomedicine
A Sparse Regulatory Network of Copy-Number Driven Gene Expression Reveals Putative Breast Cancer Oncogenes

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Two New Prediction-Driven Approaches to Discrete Choice Prediction

ACM Transactions on Management Information Systems (TMIS)
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines

Artificial Intelligence in Medicine
Gene expression data analysis of human lymphoma using support vector machines and output coding ensembles

Artificial Intelligence in Medicine
A novel kernelized fuzzy C-means algorithm with application in medical image segmentation

Artificial Intelligence in Medicine
Data mining techniques for cancer detection using serum proteomic profiling

Artificial Intelligence in Medicine
A quantitative evaluation of techniques for detection of abnormal change events in blogs.

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Block dependency feature based classification scheme for uncalibrated image steganalysis

ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Financial distress prediction using support vector machines: Ensemble vs. individual

Applied Soft Computing
A dynamic model selection strategy for support vector machine classifiers

Applied Soft Computing
Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

Expert Systems with Applications: An International Journal
Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines

Pattern Recognition
An unsupervised approach to feature discretization and selection

Pattern Recognition
Novel Fisher discriminant classifiers

Pattern Recognition
A simple method for improving local binary patterns by considering non-uniform patterns

Pattern Recognition
Predicting protein-protein interactions by a supervised learning classifier

Computational Biology and Chemistry
Hybrid multi-objective machine learning classification in liver transplantation

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
A novel hybrid intelligent classifier to obtain the controller tuning parameters for temperature control

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Linear Relationship Between The AUD/USD Exchange Rate And The Respective Stock Market Indices: A Computational Finance Perspective

International Journal of Intelligent Systems in Accounting and Finance Management
Nonlinear vertex discriminant analysis with reproducing kernels

Statistical Analysis and Data Mining
Multiple kernel learning with gaussianity measures

Neural Computation
Evolutionary reaction systems

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Automatic multi-modal intelligent seizure acquisition (MISA) system for detection of motor seizures from electromyographic data and motion data

Computer Methods and Programs in Biomedicine
A reservoir-driven non-stationary hidden Markov model

Pattern Recognition
Analysis of lead times of metallic components in the aerospace industry through a supported vector machine model

Mathematical and Computer Modelling: An International Journal
Distributed approximate spectral clustering for large-scale datasets

Proceedings of the 21st international symposium on High-Performance Parallel and Distributed Computing
Brain activation detection by neighborhood one-class SVM

Cognitive Systems Research
Performance of classification models from a user perspective

Decision Support Systems
A MapReduce-based distributed SVM algorithm for automatic image annotation

Computers & Mathematics with Applications
Pruning least objective contribution in KMSE

Neurocomputing
Kernel approximately harmonic projection

Neurocomputing
Semiparametric mixed-effect least squares support vector machine for analyzing pharmacokinetic and pharmacodynamic data

Neurocomputing
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis

Journal of Medical Systems
Research of granular support vector machine

Artificial Intelligence Review
Asset portfolio optimization using support vector machines and real-coded genetic algorithm

Journal of Global Optimization
An efficient method for learning nonlinear ranking SVM functions

Information Sciences: an International Journal
Save the best for last? The treatment of dominant predictors in financial forecasting

Expert Systems with Applications: An International Journal
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring

ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
Robust signature-based copyright protection scheme using the most significant gray-scale bits of the image

Advances in Multimedia
Linearly and quadratically separable classifiers using adaptive approach

Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Constrained efficient global optimization with support vector machines

Structural and Multidisciplinary Optimization
Learning word sense disambiguation in biomedical text with difference between training and test distributions

International Journal of Data Mining and Bioinformatics
Low-cost model selection for SVMs using local features

Engineering Applications of Artificial Intelligence
An intelligent algorithm with feature selection and decision rules applied to anomaly intrusion detection

Applied Soft Computing
Cross-document structural relationship identification using supervised machine learning

Applied Soft Computing
Regularization in retrieval-driven classification of clustered microcalcifications for breast cancer

Journal of Biomedical Imaging - Special issue on Advances in Computer-Aided Detection and Diagnosis
Efficient Graph Kernels for Textual Entailment Recognition

Fundamenta Informaticae - RCRA 2009 Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
Particle swarm optimisation-based support vector machine for intelligent fault diagnosis

International Journal of Computer Applications in Technology
DAGSVM vs. DAGKNN: an experimental case study with benthic macroinvertebrate dataset

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Machine learning-based classification of encrypted internet traffic

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
A multiclassifier approach for drill wear prediction

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Appearance-based people recognition by local dissimilarity representations

Proceedings of the on Multimedia and security
Survey: Weighted Extended Top-down Tree Transducers Part II—Application in Machine Translation

Fundamenta Informaticae - Non-Classical Models of Automata and Applications II
Some Symmetry Based Classifiers

Fundamenta Informaticae
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration

Fundamenta Informaticae
Learning from socio-economic characteristics of IP geo-locations for cybercrime prediction

International Journal of Business Intelligence and Data Mining
A novel feature sparsification method for kernel-based approximate policy iteration

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
A PSO-SVM based model for alpha particle activity prediction inside decommissioned channels

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Mass diagnosis in mammography with mutual information based feature selection and support vector machine

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Coded output support vector machine

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Tensor rank one differential graph preserving analysis for facial expression recognition

Image and Vision Computing
Full length article: Support vector machines regression with l1-regularizer

Journal of Approximation Theory
HIV-1 CRF01_AE coreceptor usage prediction using kernel methods based logistic model trees

Computers in Biology and Medicine
Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L1 graph

Pattern Recognition Letters
DressUp!: outfit synthesis through automatic optimization

ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
A classifier based on minimum circum circle

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
An experimental study of the combination of meta-learning with particle swarm algorithms for SVM parameter selection

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Multivoxel pattern analysis using information-preserving EMD

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Process-Specific Information for Learning Electronic Negotiation Outcomes

Fundamenta Informaticae
Probabilistic classifiers with a generalized Gaussian scale mixture prior

Pattern Recognition
SAPSM: Smart adaptive 802.11 PSM for smartphones

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Scenery Image Segmentation Using Support Vector Machines

Fundamenta Informaticae
Automatic recognition vision system guided for apple harvesting robot

Computers and Electrical Engineering
Fire flame detection in video sequences using multi-stage pattern recognition techniques

Engineering Applications of Artificial Intelligence
Entailment above the word level in distributional semantics

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Early detection of malicious behavior in JavaScript code

Proceedings of the 5th ACM workshop on Security and artificial intelligence
Statistical traffic classification by boosting support vector machines

Proceedings of the 7th Latin American Networking Conference
Recognizing Inference in Texts with Markov Logic Networks

ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
A systematic approach to embedded biomedical decision making

Computer Methods and Programs in Biomedicine
Design and evaluation of classifier for identifying sign language videos in video sharing sites

Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Low-energy Formulations of Support Vector Machine Kernel Functions for Biomedical Sensor Applications

Journal of Signal Processing Systems
Japanese word sense disambiguation using the simple bayes and support vector machine methods

SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Document-level sentiment classification: An empirical comparison between SVM and ANN

Expert Systems with Applications: An International Journal
Multiple ROI selection based focal liver lesion classification in ultrasound images

Expert Systems with Applications: An International Journal
A novel intrusion severity analysis approach for Clouds

Future Generation Computer Systems
Bi-density twin support vector machines for pattern recognition

Neurocomputing
Geometric algorithms for parametric-margin ν-support vector machine

Neurocomputing
Kernels for acyclic digraphs

Pattern Recognition Letters
Histogram equalization in SVM multimodal person verification

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Empirical study of Software Quality estimation

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Online crowdsourcing subjective image quality assessment

Proceedings of the 20th ACM international conference on Multimedia
Detecting RNA sequences using two-stage SVM classifier

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Non invasive classification system of scoliosis curve types using least-squares support vector machines

Artificial Intelligence in Medicine
Divergence-based feature selection for separate classes

Neurocomputing
Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings

Signal Processing
Margin maximization in spherical separation

Computational Optimization and Applications
Localized algorithms for multiple kernel learning

Pattern Recognition
Parsimonious Mahalanobis kernel for the classification of high dimensional data

Pattern Recognition
Enhancing directed binary trees for multi-class classification

Information Sciences: an International Journal
Predicting student academic performance in an engineering dynamics course: A comparison of four types of predictive mathematical models

Computers & Education
Web table discrimination with composition of rich structural and content information

Applied Soft Computing
A sock puppet detection algorithm on virtual spaces

Knowledge-Based Systems
Semi-intrinsic mean shift on riemannian manifolds

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
The bitvector machine: a fast and robust machine learning algorithm for non-linear problems

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
A multi-tier phishing detection and filtering approach

Journal of Network and Computer Applications
Stochastic gradient descent with GPGPU

KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
A sparse support vector machine classifier with nonparametric discriminants

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
X-Class: Associative Classification of XML Documents by Structure

ACM Transactions on Information Systems (TOIS)
Disclosure: detecting botnet command and control servers through large-scale NetFlow analysis

Proceedings of the 28th Annual Computer Security Applications Conference
Using sensitivity analysis and visualization techniques to open black box data mining models

Information Sciences: an International Journal
A study on output normalization in multiclass SVMs

Pattern Recognition Letters
Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

Knowledge-Based Systems
A comparative analysis of machine learning systems for measuring the impact of knowledge management practices

Decision Support Systems
Support vector regression with chaos-based firefly algorithm for stock market price forecasting

Applied Soft Computing
A modified support vector data description based novelty detection approach for machinery components

Applied Soft Computing
Soft computing techniques in ensemble precipitation nowcast

Applied Soft Computing
Comparison of binary discrimination methods for high dimension low sample size data

Journal of Multivariate Analysis
Face recognition of near-infrared images for interactive smart TV

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
A supervised method for lexical annotation of schema labels based on wikipedia

ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Audio steganalysis based on lossless data-compression techniques

ICICS'12 Proceedings of the 14th international conference on Information and Communications Security
Extended analyses for an optimal kernel in a class of kernels with an invariant metric

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Validation of network classifiers

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Clustering interval data through kernel-induced feature space

Journal of Intelligent Information Systems
Fuzzy-rough feature selection aided support vector machines for Mars image classification

Computer Vision and Image Understanding
An alternative approach for the classification of orange varieties based on near infrared spectroscopy

Computers and Electronics in Agriculture
Reverse active learning for optimising information extraction training production

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Detecting emotion from EEG signals using the emotive epoc device

BI'12 Proceedings of the 2012 international conference on Brain Informatics
Personalized reading support for second-language web documents

ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
On proximal bilateral-weighted fuzzy support vector machine classifiers

International Journal of Advanced Intelligence Paradigms
Performance Evaluation of Relevance Feedback for Image Retrieval by "Real-World" Multi-Tagged Image Datasets

International Journal of Multimedia Data Engineering & Management
Toward a more practical unsupervised anomaly detection system

Information Sciences: an International Journal
A self-constructing cascade classifier with AdaBoost and SVM for pedestriandetection

Engineering Applications of Artificial Intelligence
Speeding-up the kernel k-means clustering method: A prototype based hybrid approach

Pattern Recognition Letters
Soft large margin clustering

Information Sciences: an International Journal
Rule extraction from support vector machines based on consistent region covering reduction

Knowledge-Based Systems
On-line fast palmprint identification based on adaptive lifting wavelet scheme

Knowledge-Based Systems
An efficient multiple-kernel learning for pattern classification

Expert Systems with Applications: An International Journal
Transforming graph data for statistical relational learning

Journal of Artificial Intelligence Research
Feature extraction, condition monitoring, and fault modeling in semiconductor manufacturing systems

Computers in Industry
KIMEL: A kernel incremental metalearning algorithm

Signal Processing
Optimizing the Gaussian kernel function with the formulated kernel target alignment criterion for two-class pattern classification

Pattern Recognition
An application of learning machine methods in prediction of wear rate of wear resistant casting parts

Computers and Industrial Engineering
Typing Biometric Keypads: Combining Keystroke Time and Pressure Features to Improve Authentication

Journal of Organizational and End User Computing
BioSleeve: a natural EMG-based interface for HRI

Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Support vector machine for large databases as classifier

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
On non-euclidean metrics based clustering

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Dictionary learning based sparse coefficients for audio classification with max and average pooling

Digital Signal Processing
A new set of features for a bimodal system based on on-line signature and speech

Digital Signal Processing
An ontology enhanced parallel SVM for scalable spam filter training

Neurocomputing
A practical use of regularization for supervised learning with kernel methods

Pattern Recognition Letters
Efficient template attacks based on probabilistic multi-class support vector machines

CARDIS'12 Proceedings of the 11th international conference on Smart Card Research and Advanced Applications
Travel with Words: An Innovative Vision on Travelling

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Aggregation pheromone metaphor for semi-supervised classification

Pattern Recognition
Perceptual pain classification using ANFIS adapted RBF kernel support vector machine for therapeutic usage

Applied Soft Computing
SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning

Computers in Biology and Medicine
Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

Computers in Biology and Medicine
Exploring generative models of tripartite graphs for recommendation in social media

Proceedings of the 4th International Workshop on Modeling Social Media
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework

Knowledge-Based Systems
Fault diagnosis of rolling element bearing using cyclic autocorrelation and wavelet transform

Neurocomputing
Speaker verification in score-ageing-quality classification space

Computer Speech and Language
Detecting and tracking of multiple pedestrians using motion, color information and the AdaBoost algorithm

Multimedia Tools and Applications
Conditional quantiles with varying Gaussians

Advances in Computational Mathematics
The fuzzy Laplacianclassifier

Neurocomputing
Automatic detection of idiomatic clauses

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks

Artificial Intelligence in Medicine
lp-norm multikernel learning approach for stock market price forecasting

Computational Intelligence and Neuroscience
Boosting regression methods based on a geometric conversion approach: Using SVMs base learners

Neurocomputing
Effective search for genetic-based machine learning systems via estimation of distribution algorithms and embedded feature reduction techniques

Neurocomputing
Graph matching and clustering using kernel attributes

Neurocomputing
Learning mid-perpendicular hyperplane similarity from cannot-link constraints

Neurocomputing
Researcher homepage classification using unlabeled data

Proceedings of the 22nd international conference on World Wide Web
Analytical approach to similarity-based prediction of manufacturing system performance

Computers in Industry
Steeler nation, 12th man, and boo birds: classifying Twitter user interests using time series

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Battling the internet water army: detection of hidden paid posters

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Approximating checkers for simulation acceleration

DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
A modified interval type-2 fuzzy C-means algorithm with application in MR image segmentation

Pattern Recognition Letters
Bubble space and place representation in topological maps

International Journal of Robotics Research
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction

ACM Transactions on Knowledge Discovery from Data (TKDD)
Texture classification of landsat TM imagery using Bayes point machine

Proceedings of the 51st ACM Southeast Conference
SmartVisionApp: A framework for computer vision applications on mobile devices

Expert Systems with Applications: An International Journal
Review: Data-derived soft-sensors for biological wastewater treatment plants: An overview

Environmental Modelling & Software
Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices

Journal of Multivariate Analysis
Annotation for free: video tagging by mining user search behavior

Proceedings of the 21st ACM international conference on Multimedia
Algorithms for discovery of multiple Markov boundaries

The Journal of Machine Learning Research
Coherence functions with applications in large-margin classification methods

The Journal of Machine Learning Research
Efficient methods for robust classification under uncertainty in kernel matrices

The Journal of Machine Learning Research
PAC-bayes bounds with data dependent priors

The Journal of Machine Learning Research
Hybrid self-adaptive learning based particle swarm optimization and support vector regression model for grade estimation

Neurocomputing
An Image-Text Approach for Extracting Experimental Evidence of Protein-Protein Interactions in the Biomedical Literature

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Fuzzy regularized generalized eigenvalue classifier with a novel membership function

Information Sciences: an International Journal
Analysis of classification accuracy for pre-filtered multichannel remote sensing data

Expert Systems with Applications: An International Journal
OFF-set: one-pass factorization of feature sets for online recommendation in persistent cold start settings

Proceedings of the 7th ACM conference on Recommender systems
Efficient global optimization algorithm assisted by multiple surrogate techniques

Journal of Global Optimization
Probabilistic generative ranking method based on multi-support vector domain description

Information Sciences: an International Journal
Multiple Kernel Learning with Fisher Kernels for High Frequency Currency Prediction

Computational Economics
A comparison of machine learning techniques for handwritten |Xam word recognition

Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Fingerprint classification by a hierarchical classifier

Pattern Recognition
Hypergraph Spectral Hashing for image retrieval with heterogeneous social contexts

Neurocomputing
Local scaling heuristic-based regularization for pattern classification

Neurocomputing
Performance improvement of character recognition in industrial applications using prior knowledge for more reliable segmentation

Expert Systems with Applications: An International Journal
Social Link Prediction in Online Social Tagging Systems

ACM Transactions on Information Systems (TOIS)
Matched signal detection on graphs: theory and application to brain network classification

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Semi-supervised kernel minimum squared error based on manifold structure

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Sign language recognition with support vector machines and hidden conditional random fields: going from fingerspelling to natural articulated words

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Explicit context-aware kernel map learning for image annotation

ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Binary coded output support vector machine

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
A New SVM Reduction Strategy of Large-Scale Training Sample Sets

International Journal of Advanced Pervasive and Ubiquitous Computing
Locating a semi-obnoxious covering facility with repelling polygonal regions

Discrete Applied Mathematics
Convex and concave hulls for classification with support vector machine

Neurocomputing
Kernel continuum regression

Computational Statistics & Data Analysis
ExecScent: mining for new C&C domains in live networks with adaptive control protocol templates

SEC'13 Proceedings of the 22nd USENIX conference on Security
Quick attribute reduction in inconsistent decision tables

Information Sciences: an International Journal
An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers

Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Multiple scale-specific representations for improved human action recognition

Pattern Recognition Letters
A lossy counting based approach for learning on streams of graphs on a budget

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Using time use with mobile sensor data: a road to practical mobile activity recognition?

Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
Learning spatially semantic representations for cognitive robot navigation

Robotics and Autonomous Systems
A MapReduce-based distributed SVM ensemble for scalable image classification and annotation

Computers & Mathematics with Applications
The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem

Computers & Mathematics with Applications
Continuous penetration depth

Computer-Aided Design
Predictive models for yield and protein content of brown rice using support vector machine

Computers and Electronics in Agriculture
Reviewing traffic classification

DataTraffic Monitoring and Analysis
Genetic optimized artificial immune system in spam detection: a review and a model

Artificial Intelligence Review
Recognition of concurrent control chart patterns using wavelet transform decomposition and multiclass support vector machines

Computers and Industrial Engineering
PLS-based recursive feature elimination for high-dimensional small sample

Knowledge-Based Systems
iKernel: Exact indexing for support vector machines

Information Sciences: an International Journal
Adjusted F-measure and kernel scaling for imbalanced data learning

Information Sciences: an International Journal
On the maximal singularity-free ellipse of planar 3-RP R parallel mechanisms via convex optimization

Robotics and Computer-Integrated Manufacturing
Support vector machine algorithms in the search of KIR gene associations with disease

Computers in Biology and Medicine
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data

Neurocomputing
A machine learning-based usability evaluation method for eLearning systems

Decision Support Systems
Biologically relevant neural network architectures for support vector machines

Neural Networks
A nested heuristic for parameter tuning in Support Vector Machines

Computers and Operations Research
A general non-local denoising model using multi-kernel-induced measures

Pattern Recognition
Mean field variational Bayesian inference for support vector machine classification

Computational Statistics & Data Analysis
An accuracy-oriented self-splitting fuzzy classifier with support vector learning in high-order expanded consequent space

Applied Soft Computing
Random walk kernels and learning curves for Gaussian process regression on random graphs

The Journal of Machine Learning Research
Personalized collaborative clustering

Proceedings of the 23rd international conference on World wide web
Lagrangian support vector regression via unconstrained convex minimization

Neural Networks
Review and performance comparison of SVM- and ELM-based classifiers

Neurocomputing
1-Norm extreme learning machine for regression and multiclass classification using Newton method

Neurocomputing
A framework for selection and fusion of pattern classifiers in multimedia recognition

Pattern Recognition Letters
Neighbors' distribution property and sample reduction for support vector machines

Applied Soft Computing
Online learning algorithm of kernel-based ternary classifiers using support vectors

Optical Memory and Neural Networks
Identifying Sign Language Videos in Video Sharing Sites

ACM Transactions on Accessible Computing (TACCESS)
Non-invasive analysis of sleep patterns via multimodal sensor input

Personal and Ubiquitous Computing
Self-taught learning via exponential family sparse coding for cost-effective patient thought record categorization

Personal and Ubiquitous Computing
Performance divergence with data discrepancy: a review

Artificial Intelligence Review
A Fast Multiclass Classification Algorithm Based on Cooperative Clustering

Neural Processing Letters
GSVM: An SVM for handling imbalanced accuracy between classes inbi-classification problems

Applied Soft Computing
Supervised machine learning-based classification of oral malodor based on the microbiota in saliva samples

Artificial Intelligence in Medicine
Recursive least squares projection twin support vector machines for nonlinear classification

Neurocomputing
A unified SVM framework for signal estimation

Digital Signal Processing
Cost-sensitive three-way email spam filtering

Journal of Intelligent Information Systems
Electricity Demand Forecasting: An Essential Tool for Power System Planning, Operation and Control

International Journal of Productivity Management and Assessment Technologies
Identifying organic-rich Marcellus Shale lithofacies by support vector machine classifier in the Appalachian basin

Computers & Geosciences
Software quality evaluation and forecast based on unascertained-SVR model

International Journal of Wireless and Mobile Computing
Discriminality-driven regularization framework for indefinite kernel machine

Neurocomputing
Extension of a Kernel-Based Classifier for Discriminative Spoken Keyword Spotting

Neural Processing Letters
Comprehensible classification models: a position paper

ACM SIGKDD Explorations Newsletter
Home-based health monitoring of the elderly through gait recognition

Journal of Ambient Intelligence and Smart Environments - Home-based Health and Wellness Measurement and Monitoring
Physical activity recognition using a single triaxial accelerometer and a barometric sensor for baby and child care in a home environment

Journal of Ambient Intelligence and Smart Environments
Finite Newton method for implicit Lagrangian support vector regression

International Journal of Knowledge-based and Intelligent Engineering Systems
Optimized code matrix generation for classification of multi-class pattern recognition problems using machine learning techniques

International Journal of Knowledge-based and Intelligent Engineering Systems
A learning based self-organized additive fuzzy clustering method and its application for EEG data

International Journal of Knowledge-based and Intelligent Engineering Systems - Intelligent Information Processing: Techniques and Applications
Smooth Newton method for implicit Lagrangian twin support vector regression

International Journal of Knowledge-based and Intelligent Engineering Systems
Rectifying the representation learned by Non-negative Matrix Factorization

International Journal of Knowledge-based and Intelligent Engineering Systems
Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA

International Journal of Hybrid Intelligent Systems
Fast classification for large data sets via random selection clustering and Support Vector Machines

Intelligent Data Analysis
Extending twin support vector machine classifier for multi-category classification problems

Intelligent Data Analysis
Evaluation of a new hybrid algorithm for highly imbalanced classification problems

International Journal of Hybrid Intelligent Systems
Regularization through fuzzy discrete SVM with applications to customer ranking

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
On-line modeling via fuzzy support vector machines and neural networks

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
Robust and Efficient Pattern Classification using Large Geometric Margin Minimum Classification Error Training

Journal of Signal Processing Systems
User-driven feature space transformation

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization

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Abstract

From the publisher: This is the first comprehensive introductionto Support Vector Machines (SVMs), a new generation learning systembased on recent advances in statistical learning theory. SVMsdeliver state-of-the-art performance in real-world applicationssuch as text categorisation, hand-written character recognition,image classification, biosequences analysis, etc., and are nowestablished as one of the standard tools for machine learning anddata mining. Students will find the book both stimulating andaccessible, while practitioners will be guided smoothly through thematerial required for a good grasp of the theory and itsapplications. The concepts are introduced gradually in accessibleand self-contained stages, while the presentation is rigorous andthorough. Pointers to relevant literature and web sites containingsoftware ensure that it forms an ideal starting point for furtherstudy. Equally, the book and its associated web site will guidepractitioners to updated literature, new applications, and on-linesoftware.