A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic

In the past decades, fuzzy logic has played an essential role in many research areas. Alongside, graph-based pattern recognition has shown to be of great importance due to its flexibility in partitioning the feature space using the background from graph theory. Some years ago, a new framework for su...

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Veröffentlicht in:	IEEE transactions on fuzzy systems 2020-12, Vol.28 (12), p.3076-3086
Hauptverfasser:	de Souza, Renato William R., de Oliveira, Joao Vitor Chaves, Passos, Leandro A., Ding, Weiping, Papa, Joao P., de Albuquerque, Victor Hugo C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Classifiers Clustering algorithms Forestry fuzzy Fuzzy logic Graph theory optimum-path forest (OPF) Pattern recognition Prototypes Support vector machines Training
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