Distributed ARTMAP: a neural network for fast distributed supervised learning

Redistribution of synaptic efficacy supports stable pattern learning in neural networks

Neural Computation

Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP

Neural Networks

Study of distributed learning as a solution to category proliferation in Fuzzy ARTMAP based neural systems

Neural Networks

ARTMAP neural networks for information fusion and data mining: map production and target recognition methodologies

Neural Networks

Self-organizing information fusion and hierarchical knowledge discovery: a new framework using ARTMAP neural networks

Neural Networks

Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory

Neural Networks

AG-ART: An adaptive approach to evolving ART architectures

Neurocomputing

2009 Special Issue: MicroRNA expression profile based cancer classification using Default ARTMAP

Neural Networks

Managing category proliferation in fuzzy ARTMAP caused by overlapping classes

IEEE Transactions on Neural Networks

Using default ARTMAP for cancer classification with microRNA expression signatures

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

Large-scale neural systems for vision and cognition

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

Arabic script language identifications using adaptive neural network

ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology

Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings

Pattern Recognition

Biased ART: A neural architecture that shifts attention toward previously disregarded features following an incorrect prediction

Neural Networks

An adaptive multiobjective approach to evolving ART architectures

IEEE Transactions on Neural Networks

The impact of ARTMAP to appearance-based face verification

Proceedings of the 12th ACM workshop on Multimedia and security

Multi-label classification and extracting predicted class hierarchies

Pattern Recognition

Hierarchical polytope ARTMAP for supervised learning

Journal of Computer Science and Technology

Self-organizing ARTMAP rule discovery

Neural Networks

Internal categories with irregular geometry and overlapping in ART networks

CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence

Online mining dynamic web news patterns using machine learn methods

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

A bio-inspired kinematic controller for obstacle avoidance during reaching tasks with real robots

Neural Networks

Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world

Neural Networks

GOFAM: a hybrid neural network classifier combining fuzzy ARTMAP and genetic algorithm

Artificial Intelligence Review

Bayesian ARTMAP for regression

Neural Networks

TPPFAM: Use of threshold and posterior probability for category reduction in fuzzy ARTMAP

Neurocomputing