Data selection for support vector machine classifiers

Proximal support vector machine classifiers

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

A streaming ensemble algorithm (SEA) for large-scale classification

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Data mining with sparse grids

Computing

Bayesian kernel methods

Advanced lectures on machine learning

Minimal kernel classifiers

The Journal of Machine Learning Research

LESS: A Model-Based Classifier for Sparse Subspaces

IEEE Transactions on Pattern Analysis and Machine Intelligence

Real-time ranking with concept drift using expert advice

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

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

Decision Support Systems

Non-monotonic feature selection

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

An incremental learning algorithm for Lagrangian support vector machines

Pattern Recognition Letters

Discriminative semi-supervised feature selection via manifold regularization

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

A new supervised local modelling classifier based on information theory

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

Discriminative semi-supervised feature selection via manifold regularization

IEEE Transactions on Neural Networks

A weighted Lq adaptive least squares support vector machine classifiers - Robust and sparse approximation

Expert Systems with Applications: An International Journal

Peer-to-peer distributed text classifier learning in PADMINI

Statistical Analysis and Data Mining

A sequential algorithm for sparse support vector classifiers

Pattern Recognition

Reverse active learning for optimising information extraction training production

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence