Incorporating Invariances in Support Vector Learning Machines

Global and local neural network ensembles

Pattern Recognition Letters

Multicategory Classification by Support Vector Machines

Computational Optimization and Applications - Special issue on computational optimization—a tribute to Olvi Mangasarian, part I

A Tutorial on Support Vector Machines for Pattern Recognition

Data Mining and Knowledge Discovery

Hierarchical Feature Extraction for Image Recognition

Journal of VLSI Signal Processing Systems

Training Invariant Support Vector Machines

Machine Learning

Hybrid wavelet-support vector classification of waveforms

Journal of Computational and Applied Mathematics

On Affine Invariant Clustering and Automatic Cast Listing in Movies

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III

A tutorial on support vector regression

Statistics and Computing

Probabilistic tangent subspace: a unified view

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Virtual examples for text classification with Support Vector Machines

EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing

Inference with the Universum

ICML '06 Proceedings of the 23rd international conference on Machine learning

Invariances in kernel methods: From samples to objects

Pattern Recognition Letters

Virtual relevant documents in text categorization with support vector machines

Information Processing and Management: an International Journal

Generalized Robust Conjoint Estimation

Marketing Science

Invariant kernel functions for pattern analysis and machine learning

Machine Learning

Fuzzy functions with support vector machines

Information Sciences: an International Journal

Incorporating prior knowledge in support vector regression

Machine Learning

A Multi-criteria Convex Quadratic Programming model for credit data analysis

Decision Support Systems

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

Neurocomputing

Support vector regression from simulation data and few experimental samples

Information Sciences: an International Journal

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

Computer Methods and Programs in Biomedicine

Multi-class SVM classifier for english handwritten digit recognition using manual class segmentation

Proceedings of the International Conference on Advances in Computing, Communication and Control

Support vector machine (SVM) classifier for brain tumor detection

Proceedings of the International Conference on Advances in Computing, Communication and Control

POSBIOTM-NER in the shared task of BioNLP/NLPBA 2004

JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications

Active learning with near misses

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - 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

Feature tracking for wide-baseline image retrieval

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V

Invariant operators, small samples, and the bias-variance dilemma

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition

Support vector regression for porosity prediction in a heterogeneous reservoir: A comparative study

Computers & Geosciences

A novel robust kernel for visual learning problems

Neurocomputing

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

The Journal of Machine Learning Research

Support Vector Machine incorporated with feature discrimination

Expert Systems with Applications: An International Journal

Recognition of Arabic (Indian) bank check digits using log-gabor filters

Applied Intelligence

An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines

SIAM Journal on Optimization

A novel method for rapid speaker adaptation using reference support speaker selection

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead

Invariance in kernel methods by haar-integration kernels

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis

Extensions of the informative vector machine

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning

Invariant time-series classification

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II