Support Vector Machines for Pattern Classification (Advances in Pattern Recognition)

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

Information Sciences: an International Journal

A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection

Artificial Intelligence in Medicine

Hybrid coevolutionary algorithms vs. SVM algorithms

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Voice activity detection

Crossroads

Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines

Computers in Biology and Medicine

A vision-based hybrid method for facial expression recognition

Proceedings of the 1st international conference on Ambient media and systems

Circular road signs recognition with soft classifiers

Integrated Computer-Aided Engineering - Artificial Neural Networks

Linear dimensionality reduction by maximizing the Chernoff distance in the transformed space

Pattern Recognition

DESIGN OF DECISION TREE VIA KERNELIZED HIERARCHICAL CLUSTERING FOR MULTICLASS SUPPORT VECTOR MACHINES

Cybernetics and Systems

Kernel discriminant analysis based feature selection

Neurocomputing

Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

Cell Phones Personal Authentication Systems Using Multimodal Biometrics

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition

Batch Support Vector Training Based on Exact Incremental Training

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Chernoff-Based Multi-class Pairwise Linear Dimensionality Reduction

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications

Vision-based technique for secure recognition of voice-less commands

International Journal of Electronic Security and Digital Forensics

Decomposition techniques for training linear programming support vector machines

Neurocomputing

Toward breast cancer diagnosis based on automated segmentation of masses in mammograms

Pattern Recognition

A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition

IEICE - Transactions on Information and Systems

Efficient Biometric Verification in Encrypted Domain

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics

Development of tolerant features for characterization of masses in mammograms

Computers in Biology and Medicine

A Pattern Classification Approach to DNA Microarray Image Segmentation

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics

An Enhanced Statistical Approach to Identifying Photorealistic Images

IWDW '09 Proceedings of the 8th International Workshop on Digital Watermarking

Logistic ensembles of Random Spherical Linear Oracles for microarray classification

International Journal of Data Mining and Bioinformatics

Comparison of feature selection techniques for viral DNA replication origin prediction

CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology

Is Primal Better Than Dual

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

Environmental sound classification based on feature collaboration

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo

Subspace based linear programming support vector machines

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Subspace based least squares support vector machines for pattern classification

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Pattern recognition by kernel Wiener filter

SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications

Tracking a moving hypothesis for visual data with explicit switch detection

CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications

Scalable biomedical Named Entity Recognition: investigation of a database-supported SVM approach

International Journal of Bioinformatics Research and Applications

Multi-class pairwise linear dimensionality reduction using heteroscedastic schemes

Pattern Recognition

Mix-ratio sampling: Classifying multiclass imbalanced mouse brain images using support vector machine

Expert Systems with Applications: An International Journal

Fuzzy classifiers based on kernel discriminant analysis

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Sparse least squares support vector regressors trained in the reduced empirical feature space

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Automatic image annotation for semantic image retrieval

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems

Road-signs recognition system for intelligent vehicles

RobVis'08 Proceedings of the 2nd international conference on Robot vision

A new modeling algorithm: normalized Kernel least mean square

IIT'09 Proceedings of the 6th international conference on Innovations in information technology

Improved parameter tuning algorithms for fuzzy classifiers

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Blind authentication: a secure crypto-biometric verification protocol

IEEE Transactions on Information Forensics and Security

Least-Squares Support Vector Machine Approach to Viral Replication Origin Prediction

INFORMS Journal on Computing

A hybrid trust management system for automated fine-grained access control

MILCOM'09 Proceedings of the 28th IEEE conference on Military communications

Blind multiuser detector for chaos-based CDMA using support vector machine

IEEE Transactions on Neural Networks

SVM-based supervised and unsupervised classification schemes

WSEAS Transactions on Computers

A fast incremental kernel principal component analysis for online feature extraction

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

Correlation features and a linear transform specific reproducing kernel

TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue

Kernel Wiener filter and its application to pattern recognition

IEEE Transactions on Neural Networks

Municipal credit rating modelling by neural networks

Decision Support Systems

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

Municipal revenue prediction by ensembles of neural networks and support vector machines

WSEAS Transactions on Computers

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

Training of support vector machines with Mahalanobis kernels

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

L2-SVM: Dependence on the regularization parameter

Pattern Recognition and Image Analysis

Reducing number of classifiers in DAGSVM based on class similarity

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I

EMLTrust: An enhanced Machine Learning based Reputation System for MANETs

Ad Hoc Networks

Feature selection based on kernel discriminant analysis

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

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

Support vector regression using mahalanobis kernels

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition

Fast training of linear programming support vector machines using decomposition techniques

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition

An intelligent classifier for prognosis of cardiac resynchronization therapy based on speckle-tracking echocardiograms

Artificial Intelligence in Medicine

Discriminative human full-body pose estimation from wearable inertial sensor data

3DPH'09 Proceedings of the 2009 international conference on Modelling the Physiological Human

Identification of school-aged children with high probability of risk behavior on the basis of easily measurable variables

USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health

ASVMFC: adaptive support vector machine based fuzzy classifier

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology

Properties of the solution of L2-Support Vector Machine as a function of regularization parameter

Pattern Recognition and Image Analysis

A MapReduce-based distributed SVM algorithm for automatic image annotation

Computers & Mathematics with Applications

Medical decision support system for diagnosis of neuromuscular disorders using DWT and fuzzy support vector machines

Computers in Biology and Medicine

A GA-based model selection for smooth twin parametric-margin support vector machine

Pattern Recognition

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

Computers in Biology and Medicine

Improving protein complex classification accuracy using amino acid composition profile

Computers in Biology and Medicine

Eigenvalue decay: A new method for neural network regularization

Neurocomputing

Pairwise FCM based feature weighting for improved classification of vertebral column disorders

Computers in Biology and Medicine

Robust and Efficient Pattern Classification using Large Geometric Margin Minimum Classification Error Training

Journal of Signal Processing Systems