Neural Network Classification and Prior Class Probabilities

Natural Language Grammatical Inference with Recurrent Neural Networks

IEEE Transactions on Knowledge and Data Engineering

Protein Sequences Classification Using Modular RBF Neural Networks

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Neural Minimax Classifiers

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem

IEEE Transactions on Knowledge and Data Engineering

Minimax Regret Classifier for Imprecise Class Distributions

The Journal of Machine Learning Research

The class imbalance problem: A systematic study

Intelligent Data Analysis

An approach to mining the multi-relational imbalanced database

Expert Systems with Applications: An International Journal

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

Finding sensors for homeostasis of biological neuronal networks using artificial neural networks

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

Minimax classifiers based on neural networks

Pattern Recognition

Improving the performance of the RBF neural networks trained with imbalanced samples

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Rough sets for solving classification problems in computational neuroscience

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

A hierarchical shrinking decision tree for imbalanced datasets

DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers

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

Maximal-margin approach for cost-sensitive learning based on scaled convex hull

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

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

Training HMM/ANN hybrid speech recognizers by probabilistic sampling

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I

ISCSLP SR evaluation, UVA–CS_es system description. a system based on ANNs

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing

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