Gaussian ARTMAP: a neural network for fast incremental learning of noisy multidimensional maps

A constructive, incremental-learning network for mixture modeling and classification

Neural Computation

Learning and decision-making in the framework of fuzzy lattices

New learning paradigms in soft computing

An Investigation of the Effects of Variable Vigilance within the RePART Neuro-Fuzzy Network

Journal of Intelligent and Robotic Systems

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

Neural Networks

Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks

Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days

Neocognitron capable of incremental learning

Neural Networks

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

Neural Networks

Predictive neural networks for gene expression data analysis

Neural Networks

Self-Organization of Topographic Mixture Networks Using Attentional Feedback

Neural Computation

Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory

Neural Networks

Art networks with geometrical distances

Journal of Discrete Algorithms

Pipelining of Fuzzy ARTMAP without matchtracking: Correctness, performance bound, and Beowulf evaluation

Neural Networks

Experiments with Safe µARTMAP: Effect of the network parameters on the network performance

Neural Networks

Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems

Pattern Recognition

Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks

Neural Computation

GFAM: Evolving Fuzzy ARTMAP neural networks

Neural Networks

Variations of the two-spiral task

Connection Science

AG-ART: An adaptive approach to evolving ART architectures

Neurocomputing

Application of a noisy data classification technique to determine the occurrence of flashover in compartment fires

Advanced Engineering Informatics

Evolving logic networks with real-valued inputs for fast incremental learning

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing

Learn++.NC: combining ensemble of classifiers with dynamically weighted consult-and-vote for efficient incremental learning of new classes

IEEE Transactions on Neural Networks

Managing category proliferation in fuzzy ARTMAP caused by overlapping classes

IEEE Transactions on Neural Networks

Genetic optimization of art neural network architectures

ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing

Clustering: A neural network approach

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

An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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

Moving away from error-based learning in multi-objective estimation of distribution algorithms

Proceedings of the 12th annual conference on Genetic and evolutionary computation

An incremental adaptive neural network model for online noisy data regression and its application to compartment fire studies

Applied Soft Computing

Semi-supervised Bayesian ARTMAP

Applied Intelligence

Hierarchical polytope ARTMAP for supervised learning

Journal of Computer Science and Technology

Learning in the feed-forward random neural network: A critical review

Performance Evaluation

Projective clustering using neural networks with adaptive delay and signal transmission loss

Neural Computation

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

A modular single-hidden-layer perceptron for letter recognition

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

A new fuzzy ART neural network based on dual competition and resonance technique

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Advancing model–building for many–objective optimization estimation of distribution algorithms

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I

Multi-Objective optimization with an adaptive resonance theory-based estimation of distribution algorithm: a comparative study

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization

Spatial prepositions and vague quantifiers: implementing the functional geometric framework

SC'04 Proceedings of the 4th international conference on Spatial Cognition: reasoning, Action, Interaction

Color-texture image segmentation and recognition through a biologically-inspired architecture

Pattern Recognition and Image Analysis

Multilayer Fuzzy ARTMAP: fast learning and fast testing for pattern classification

Proceedings of the 27th Annual ACM Symposium on Applied Computing

Thermal modeling of power transformers using evolving fuzzy systems

Engineering Applications of Artificial Intelligence

An insect classification analysis based on shape features using quality threshold ARTMAP and moment invariant

Applied Intelligence

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

Artificial Intelligence Review

ART-based fusion of multi-modal perception for robots

Neurocomputing

Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems

Expert Systems with Applications: An International Journal

Bayesian ARTMAP for regression

Neural Networks

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

Neurocomputing

Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm

Annals of Mathematics and Artificial Intelligence