A new definition of neighborhood of a point in multi-dimensional space

Analysis of new techniques to obtain quality training sets

Pattern Recognition Letters - Special issue: Sibgrapi 2001

On Filtering the Training Prototypes in Nearest Neighbour Classification

CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence

Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces

Pattern Recognition

A New Proof on Embedding the Category of Proximity Spaces into the Category of Nearness Spaces

Fundamenta Informaticae

On the use of surrounding neighbors for synthetic over-sampling of the minority class

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization

Surface classification from airborne laser scanning data

Computers & Geosciences

Letters: An LVQ-based adaptive algorithm for learning from very small codebooks

Neurocomputing

A novel classifier based on shortest feature line segment

Pattern Recognition Letters

Back propagation with balanced MSE cost function and nearest neighbor editing for handling class overlap and class imbalance

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I

On the use of different classification rules in an editing task

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

Edited nearest neighbor rule for improving neural networks classifications

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I

Profiling instances in noise reduction

Knowledge-Based Systems

A New Proof on Embedding the Category of Proximity Spaces into the Category of Nearness Spaces

Fundamenta Informaticae

On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification

Neurocomputing