Adaptive Fuzzy Neural Tree Network

Rogério Garcia Dutra; Moacyr Martucci

doi:10.1109/tla.2008.4839115

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JOURNAL ARTICLE

Adaptive Fuzzy Neural Tree Network

Rogério Garcia Dutra Moacyr Martucci

Year: 2008 Journal: IEEE Latin America Transactions Vol: 6 (5)Pages: 453-460 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tla.2008.4839115

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Abstract

The objective of this article is to combine different adaptive methods, such as: Adaptive Decision Trees,Artificial Neural Networks and Fuzzy Logic for data mining purposes. The expected result is to maximize the advantages of different methods in a new model called: Adaptive Neural Tree Network.

Keywords:

Artificial neural network Computer science Neuro-fuzzy Adaptive neuro fuzzy inference system Fuzzy logic Decision tree Tree (set theory) Artificial intelligence Data mining Machine learning Fuzzy control system Mathematics

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Topics

Fuzzy Logic and Control Systems

Physical Sciences → Computer Science → Artificial Intelligence

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Adaptive Fuzzy Neural Tree Network

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