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Uma nova abordagem de treinamento on-line para rede neural ARTMAP Fuzzy
(Universidade Estadual Paulista (Unesp), 2017-09-04)
A evolução dos recursos de internet levou ao crescente aumento do fluxo de dados, e por consequência, a necessidade de modelos de classificação ou previsão que suportem uma aprendizagem online. A Rede Neural ARTMAP Fuzzy ...
Fault Classification in Power Distribution Systems Using Multiresolution Analysis and a Fuzzy-ARTMAP Neural NetworkAnalysis and a Fuzzy-ARTMAP Neural Network
(2021-11-01)
This paper presents a tool for the detection and classification of short-circuits in electric power distribution systems, which is based on the combined use of multi-resolution analysis and Fuzzy-ARTMAP neural network. The ...
REGULADOR NEURODIFUSO ARTMAP DE VOLTAJE DE UN GENERADOR SÍNCRONO
(2011-06-15)
In this work, a neuro-fuzzy controller based on the fuzzy ARTMAP architecture is designed
and simulated for regulating the terminal voltage of a synchronous generator connected to
an infinite bus. Such architecture is ...
Fuzzy ARTMAP Neural Network IDS Evaluation applied for real IEEE 802.11w data base
(2018-10-10)
In the latest years, the network computers and computational systems are receiving several cyber-attacks that affect its security. This issue is pushing researches at intrusion detection system (IDS) techniques development. ...
Forecasting energy time-series data using a fuzzy ARTMAP neural network
(2020-10-14)
Time-series forecasting is an important field of machine learning and is fundamental in analyzing trends based on historical data from various sources. In this paper, a fuzzy ARTMAP neural network for time-series forecasting ...
Fuzzy ARTMAP Neural Network IDS Evaluation applied for real IEEE 802.11w data base
(Ieee, 2018-01-01)
In the latest years, the network computers and computational systems are receiving several cyber-attacks that affect its security. This issue is pushing researches at intrusion detection system (IDS) techniques development. ...
Electric load forecasting using a fuzzy ART&ARTMAP neural network
(Elsevier B.V., 2005-01-01)
This work presents a neural network based on the ART architecture ( adaptive resonance theory), named fuzzy ART& ARTMAP neural network, applied to the electric load-forecasting problem. The neural networks based on the ...
Electric load forecasting using a fuzzy ART&ARTMAP neural network
(Elsevier B.V., 2005-01-01)
This work presents a neural network based on the ART architecture ( adaptive resonance theory), named fuzzy ART& ARTMAP neural network, applied to the electric load-forecasting problem. The neural networks based on the ...
Implementación Eficiente en la Confección de un Frente de Pareto co-objetivo para el mecanismo de Matchtracking del Algoritmo Fuzzy ARTMAP
(Instituto Tecnológico de Costa Rica, 2014)
Matchtracking mechanism is integral to the Fuzzy ARTMAP, it iterates over the set
of templates seeking the w corrected template class that best represents the input pattern
I. We propose to visualize this mechanism with ...
Monitoring and fault identification in aeronautical structures using an artmap-fuzzy-wavelet artificial neural network
(2014-01-01)
This paper presents a methodology to perform the monitoring and identification of flaws in aircraft structures using an ARTMAP-Fuzzy-Wavelet artificial neural network. This technique is used in the detection and characterization ...