New Classifier Ensemble and Fuzzy Community Detection Methods Using POP Choquet-like Integrals
Xiaohong Zhang,
Haojie Jiang,
Jingqian Wang
Abstract:Among various data analysis methods, classifier ensemble (data classification) and community network detection (data clustering) have aroused the interest of many scholars. The maximum operator, as the fusion function, was always used to fuse the results of the base algorithms in the classifier ensemble and the membership degree of nodes to classes in the fuzzy community. It is vital to use generalized fusion functions in ensemble and community applications. Since the Pseudo overlap function and the Choquet-li… Show more
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