Evolution and generalization of a single neurone: II. complexity of statistical classifiers and sample size considerations

On Optimal Pairwise Linear Classifiers for Normal Distributions: The Two-Dimensional Case

IEEE Transactions on Pattern Analysis and Machine Intelligence

Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error

Neural Processing Letters

Problems in pattern classification in high domensional spaces: behavior of a class of combined neuro-fuzzy classifiers

Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000

The d-Dimensional Normal Distribution Case

AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Selecting the best hyperplane in the framework of optimal pairwise linear classifiers

Pattern Recognition Letters

Benchmarking a Reduced Multivariate Polynomial Pattern Classifier

IEEE Transactions on Pattern Analysis and Machine Intelligence

Advantages of Unbiased Support Vector Classifiers for Data Mining Applications

Journal of VLSI Signal Processing Systems

Robust Formulations for Training Multilayer Perceptrons

Neural Computation

Trainable fusion rules. II. Small sample-size effects

Neural Networks

Gene selection for multiclass prediction by weighted fisher criterion

EURASIP Journal on Bioinformatics and Systems Biology

Loss functions to combine learning and decision in multiclass problems

Neurocomputing

An Iterative Method for Deciding SVM and Single Layer Neural Network Structures

Neural Processing Letters

A theoretical comparison of two linear dimensionality reduction techniques

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications

On the performance of chernoff-distance-based linear dimensionality reduction techniques

AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence