Image Mining: Trends and Developments
Journal of Intelligent Information Systems
Predictive neural networks for gene expression data analysis
Neural Networks
Art networks with geometrical distances
Journal of Discrete Algorithms
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
MicroARTMAP for pattern recognition problems
Advances in Engineering Software
Information Sciences: an International Journal
GFAM: Evolving Fuzzy ARTMAP neural networks
Neural Networks
2007 Special Issue: Consciousness CLEARS the mind
Neural Networks
CONFIGR: A vision-based model for long-range figure completion
Neural Networks
A Neural-Network-Based Geographic Tendency Visualization
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A neural network-based multi-agent classifier system
Neurocomputing
Expert Systems with Applications: An International Journal
AG-ART: An adaptive approach to evolving ART architectures
Neurocomputing
Simulating pressure coefficients on a circular cylinder at Re=106 by cognitive classifiers
Computers and Structures
dFasArt: Dynamic neural processing in FasArt model
Neural Networks
Expert Systems with Applications: An International Journal
Piecewise parametric polynomial fuzzy sets
International Journal of Approximate Reasoning
Advanced Engineering Informatics
Electric load forecasting using a fuzzy ART&ARTMAP neural network
Applied Soft Computing
A new computational intelligence technique based on human group formation
Expert Systems with Applications: An International Journal
Clustering: A neural network approach
Neural Networks
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system
Engineering Applications of Artificial Intelligence
Brief paper: Applying neuro-fuzzy model dFasArt in control systems
Engineering Applications of Artificial Intelligence
Multi-label classification and extracting predicted class hierarchies
Pattern Recognition
FL-GrCCA: A granular computing classification algorithm based on fuzzy lattices
Computers & Mathematics with Applications
ART-type CMAC network classifier
Neurocomputing
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Affective saliency map considering psychological distance
Neurocomputing
Mapping multi-spectral remote sensing images using rule extraction approach
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
BARTMAP: A viable structure for biclustering
Neural Networks
Review article: Human scalp EEG processing: Various soft computing approaches
Applied Soft Computing
Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions
Expert Systems with Applications: An International Journal
Self-organizing ARTMAP rule discovery
Neural Networks
An adaptive classification system for video-based face recognition
Information Sciences: an International Journal
Brief Fuzzy artmap neural network and its application to fault diagnosis of navigation systems
Automatica (Journal of IFAC)
Comparison of ARTMAP neural networks for classification for face recognition from video
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Evolving granular neural networks from fuzzy data streams
Neural Networks
Cognitive Robotics and Multiagency in a Fuzzy Modeling Framework
International Journal of Agent Technologies and Systems
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
Dynamic multi-objective evolution of classifier ensembles for video face recognition
Applied Soft Computing
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Bayesian ARTMAP for regression
Neural Networks
International Journal of Artificial Life Research
How well Fuzzy ARTMAP approximates functions?
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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A neural network architecture is introduced for incremental supervised learning of recognition categories and multidimensional maps in response to arbitrary sequences of analog or binary input vectors, which may represent fuzzy or crisp sets of features. The architecture, called fuzzy ARTMAP, achieves a synthesis of fuzzy logic and adaptive resonance theory (ART) neural networks by exploiting a close formal similarity between the computations of fuzzy subsethood and ART category choice, resonance, and learning. Four classes of simulation illustrated fuzzy ARTMAP performance in relation to benchmark backpropagation and generic algorithm systems. These simulations include finding points inside versus outside a circle, learning to tell two spirals apart, incremental approximation of a piecewise-continuous function, and a letter recognition database. The fuzzy ARTMAP system is also compared with Salzberg's NGE systems and with Simpson's FMMC system