Estimation of Dependences Based on Empirical Data: Empirical Inference Science (Information Science and Statistics)

Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Empirical Study of the Universum SVM Learning for High-Dimensional Data

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

Anti-spam Filters Based on Support Vector Machines

ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence

Learning using hidden information (learning with teacher)

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

Some applied problems from random field theory

Cybernetics and Systems Analysis

An empirical study of the behavior of classifiers on imbalanced and overlapped data sets

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

Transfer estimation of evolving class priors in data stream classification

Pattern Recognition

Machine learning problems from optimization perspective

Journal of Global Optimization

Training support vector data descriptors using converging linear particle swarm optimization

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I

On the design of a hardware-software architecture for acceleration of SVM's training phase

MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition

Using sequence kernels to identify opinion entities in Urdu

CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning

A Linearly Convergent Linear-Time First-Order Algorithm for Support Vector Classification with a Core Set Result

INFORMS Journal on Computing

Information, Divergence and Risk for Binary Experiments

The Journal of Machine Learning Research

Collective classification using heterogeneous classifiers

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

Can irrelevant data help semi-supervised learning, why and how?

Proceedings of the 20th ACM international conference on Information and knowledge management

Probabilities of discrepancy between minima of cross-validation, Vapnik bounds and true risks

International Journal of Applied Mathematics and Computer Science

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

Allergy detection with statistical modelling of HRV-based non-reaction baseline features

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies

Privileged information for data clustering

Information Sciences: an International Journal

Multiresolution MUAPs decomposition and SVM-based analysis in the classification of neuromuscular disorders

Computer Methods and Programs in Biomedicine

Predictive learning, knowledge discovery and philosophy of science

WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence

Agent-based simulation for large-scale emergency response: A survey of usage and implementation

ACM Computing Surveys (CSUR)

A defeasible reasoning model of inductive concept learning from examples and communication

Artificial Intelligence

Learning Using Privileged Information with L-1 Support Vector Machine

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03

A new classification model using privileged information and its application

Neurocomputing