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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 ...
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 ...
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 ...
Electric load forecasting using a fuzzy ART&ARTMAP neural network
(Elsevier B.V., 2014)
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. ...
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. ...
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 ...
A new approach to online training for the Fuzzy ARTMAP artificial neural network
(2021-12-01)
The evolution of internet resources has led to an increase in the flow of data and, consequently, the need for classification or forecasting models that support online learning. The Fuzzy ARTMAP neural network has been ...
Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
(2014-01-01)
This paper presents an ARTMAP-Fuzzy-Wavelet artificial neural network to perform the analysis of the structural integrity of a building. The combination of Fuzzy ARTMAP neural network, wavelets transform to generate a tool ...