An Improved Neural Network Classifier Using Fuzzy Nearest Neighbor Partitioning Method

In this study, a novel method, fuzzy nearest neighbor partitioning (FNNP), is proposed for improving the classification capability of the neural network. For the original nearest neighbor partitioning method, the “short-sightedness defect” problem restrains the nearest neighbor partitioning method t...

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Veröffentlicht in:	International journal of fuzzy systems 2019-10, Vol.21 (7), p.2270-2282
Hauptverfasser:	Liu, Shuangrong, Wang, Lin, Yang, Bo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Classification Computational Intelligence Defects Engineering Fuzzy logic Fuzzy sets Management Science Neural networks Noise sensitivity Operations Research Partitioning Set theory
Online-Zugang:	Volltext
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