Classification of imbalanced remote-sensing data by neural networks

Application of four-layer neural network on information extraction

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

An Empirical Study for the Multi-class Imbalance Problem with Neural Networks

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications

Error analysis in artificial neural networks: the imbalanced distribution case

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

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

Letters: Error back-propagation algorithm for classification of imbalanced data

Neurocomputing

Cost-sensitive neural networks and editing techniques for imbalance problems

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

Resampling methods versus cost functions for training an MLP in the class imbalance context

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II

Classification of high dimensional and imbalanced hyperspectral imagery data

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis

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

Exploring synergetic effects of dimensionality reduction and resampling tools on hyperspectral imagery data classification

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

EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion

Neurocomputing

Improved response modeling based on clustering, under-sampling, and ensemble

Expert Systems with Applications: An International Journal

EUS SVMs: ensemble of under-sampled SVMs for data imbalance problems

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

A modified back-propagation algorithm to deal with severe two-class imbalance problems on neural networks

MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition

A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios

Pattern Recognition Letters