Aggregating membership values by a Choquet-fuzzy-integral based operator

研究成果: Article同行評審

60 引文 斯高帕斯(Scopus)

摘要

A new type of aggregator, the Choquet-fuzzy-integral based operator, is introduced and applied in aggregation of membership values. In this paper, we generalized the definition of the fuzzy integral as a tool for membership aggregation. The generalization involves replacing the max (or min) operator in information integration with a Choquet-fuzzy-integral based aggregator, resulting in increased flexibility. The characteristics of the Choquet fuzzy integral are studied and a two-phase aggregating process is proposed. Also, we demonstrate a good classification result using the proposed aggregator to integrate the memberships of several clusters in a complex unconstrained handwritten digit recognition domain.

原文English
頁(從 - 到)367-375
頁數9
期刊Fuzzy Sets and Systems
114
發行號3
DOIs
出版狀態Published - 2000 9月 16

All Science Journal Classification (ASJC) codes

  • 邏輯
  • 人工智慧

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