ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network

1994 Special Issue: Biological plausibility of synaptic associative memory models

Neural Networks - Special issue: models of neurodynamics and behavior

1994 Special Issue: Modeling the role of frontal lobes in sequential task performance. I. Basic structure and primacy effects

Neural Networks - Special issue: models of neurodynamics and behavior

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

Neural Computation

A Dynamic Network Model of the Color Visual Pathways for Attentive Recognition

Neural Processing Letters

Application of Artificial Neural Networks to Medical Image Pattern Recognition: Detection of Clustered Microcalcifications on Mammograms and Lung Cancer on Chest Radiographs

Journal of VLSI Signal Processing Systems - special issue on applications of neural networks in biomedical image processing

Category learning through multimodality sensing

Neural Computation

Neural feature abstraction from judgements of similarity

Neural Computation

F3MCNN: a fuzzy minimum mean maximum clustering neural network

SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1

A general formulation of conceptual spaces as a meso level representation

Artificial Intelligence

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

Journal of Intelligent and Robotic Systems

Projective ART for clustering data sets in high dimensional spaces

Neural Networks

New, Faster Algorithms for Supervised Competitive Learning: Counterpropagation and Adaptive-Resonance Functionality

Neural Processing Letters

Generalization Capabilities of Subtle Image Pattern Classifiers

IEEE Transactions on Knowledge and Data Engineering

Redistribution of synaptic efficacy supports stable pattern learning in neural networks

Neural Computation

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

RePART: A Modified Fuzzy ARTMAP for Pattern Recognition

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

An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II

Analyzing Wavelets Components to Perform Face Recognition

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II

On the quality of ART1 text clustering

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

A Fast Simplified Fuzzy ARTMAP Network

Neural Processing Letters

Adaptive categorization of ART networks in robot behavior learning using game-theoretic formulation

Neural Networks

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

Neural Networks

On the design of intelligent robotic agents for assembly

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents

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

2005 Special Issue: Neural dynamics of psychotherapy: what modeling might tell us about us

Neural Networks - 2005 Special issue: IJCNN 2005

Recognition of features of parts subjected to motion using ARTMAP incorporated in a flexible vibratory bowl feeder system

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

A novel classification method for predicting the casting behaviour in the steelmaking practice

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Adaptive filtering with the self-organizing map: a performance comparison

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Behaviour-based approach for skill acquisition during assembly operations, starting from scratch

Robotica

An Adaptive Connectionist Front-End for Automated Fettling

Integrated Computer-Aided Engineering

Supervised self-organizing classification of superresolution ISAR images: an anechoic chamber experiment

EURASIP Journal on Applied Signal Processing

Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility

Applied Soft Computing

Towards the experimental evaluation of novel supervised fuzzy adaptive resonance theory for pattern classification

Pattern Recognition Letters

Fuzzy ARTMAP Neural Network for Classifying the Financial Health of a Firm

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence

Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

Municipal Creditworthiness Modelling by Kohonen's Self-organizing Feature Maps and LVQ Neural Networks

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

A fuzzy intelligent design retrieving system for customer requirements

International Journal of Computer Applications in Technology

Negative correlation in incremental learning

Natural Computing: an international journal

Simulating pressure coefficients on a circular cylinder at Re=106 by cognitive classifiers

Computers and Structures

Selective negative correlation learning approach to incremental learning

Neurocomputing

An analogue current---mode hardware design proposal for preprocessing layers in ART-based neural networks

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Seize the (intra)day: Features selection and rules extraction for tradings on high-frequency data

Neurocomputing

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

Clustering: A neural network approach

Neural Networks

Municipal Creditworthiness Modelling by Radial Basis Function Neural Networks and Sensitive Analysis of Their Input Parameters

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

Forecasting KOSPI Using a Neural Network with Weighted Fuzzy Membership Functions and Technical Indicators

PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

Large-scale neural systems for vision and cognition

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

On the design of intelligent robotic agents for assembly

Information Sciences: an International Journal

Arabic script language identifications using adaptive neural network

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

Fuzzy ARTMAP with Feature Weighting

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

Online, self-supervised vision-based terrain classification in unstructured environments

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Feature extraction and classification of metal detector signals using the wavelet transform and the fuzzy ARTMAP neural network

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

Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification

CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications

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

Neural Networks

KOSPI time series analysis using neural network with weighted fuzzy membership functions

KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications

On building local models for inverse system identification with vector quantization algorithms

Neurocomputing

Corner-based background segmentation using adaptive resonance theory

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

An adaptive multiobjective approach to evolving ART architectures

IEEE Transactions on Neural Networks

Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis

Neural Processing Letters

POFGEC: growing neural network of classifying potential function generators

International Journal of Knowledge Engineering and Soft Data Paradigms

Automatic detection of epileptic spike using fuzzy ARTMAP neural network

ISCGAV'10 Proceedings of the 10th WSEAS international conference on Signal processing, computational geometry and artificial vision

2010 Special Issue: How do children learn to follow gaze, share joint attention, imitate their teachers, and use tools during social interactions?

Neural Networks

Comparative analysis of distributed, default, IC, and fuzzy ARTMAP neural networks for classification of malignant and benign lesions

AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications

Stacking class probabilities obtained from view-based cluster ensembles

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Forecasting KOSPI based on a neural network with weighted fuzzy membership functions

Expert Systems with Applications: An International Journal

ART-type CMAC network classifier

Neurocomputing

Novel classification method for sensitive problems and uneven datasets based on neural networks and fuzzy logic

Applied Soft Computing

Incremental learning by heterogeneous bagging ensemble

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Comparison of Bayesian and fuzzy ARTmap networks in HV transmission lines fault diagnosis

MMACTEE'10 Proceedings of the 12th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering

Hybrid ensemble approach for classification

Applied Intelligence

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

Neural Computation

Ensembles of ARTMAP-based neural networks: an experimental study

Applied Intelligence

A new mechanism for negotiations in multi-agent systems based on ARTMAP artificial neural network

KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications

Applications of simplified fuzzy ARTMAP to partial discharge classification and pattern recognition

WSEAS TRANSACTIONS on SYSTEMS

Self-organizing ARTMAP rule discovery

Neural Networks

Self-Organizing trees and forests: a powerful tool in pattern clustering and recognition

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I

Feature selection for specific antibody deficiency syndrome by neural network with weighted fuzzy membership functions

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

Mapping visual behavior to robotic assembly tasks

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence

Improving sequence alignment based gene functional annotation with natural language processing and associative clustering

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II

Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition

Pattern Recognition

An adaptive classification system for video-based face recognition

Information Sciences: an International Journal

An extended TopoART network for the stable on-line learning of regression functions

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

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

Pattern Recognition and Image Analysis

Delay for the capacity-simplicity dilemma in associative memory attractor networks

Neural Networks

Brief Fuzzy artmap neural network and its application to fault diagnosis of navigation systems

Automatica (Journal of IFAC)

A dynamic model selection strategy for support vector machine classifiers

Applied Soft Computing

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

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

Neural Networks

Noise-enhanced clustering and competitive learning algorithms

Neural Networks

ART-based fusion of multi-modal perception for robots

Neurocomputing

A survey on concept drift adaptation

ACM Computing Surveys (CSUR)

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

Neurocomputing

Identification of unique repeated patterns, location of mutation in DNA finger printing using artificial intelligence technique

International Journal of Bioinformatics Research and Applications

How well Fuzzy ARTMAP approximates functions?

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