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Evaluating the numerical instability in fuzzy clustering validation of high-dimensional data

  • Published:2020-01 Issue: Volume:805 Page:19-36
  • ISSN:0304-3975
  • Container-title:Theoretical Computer Science
  • language:en
  • Short-container-title:Theoretical Computer Science

Author:

Eustáquio Fernanda,Nogueira Tatiane

Funder

Coordination for the Improvement of Higher Education Personnel

Publisher

Elsevier BV

Subject

General Computer Science,Theoretical Computer Science

Reference50 articles.

1. The Challenges of Clustering High Dimensional Data;Steinbach,2004

2. Fuzzy-rough nearest neighbour classification and prediction;Jensen;Theor. Comput. Sci.,2011

3. Clustering;Xu,2009

4. Pattern Recognition with Fuzzy Objective Function Algorithms;Bezdek,1981

5. On fuzzy cluster validity indices;Wang;Fuzzy Sets Syst.,2007

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4. The parallel multi-objective genetic algorithm in fuzzy clustering for discrete elements;THE 1ST INTERNATIONAL CONFERENCE ON INNOVATIONS FOR COMPUTING, ENGINEERING AND MATERIALS, 2021: ICEM, 2021;2021

5. Adjectives Grouping in a Dimensionality Affective Clustering Model for Fuzzy Perceptual Evaluation;International Journal of Interactive Multimedia and Artificial Intelligence;2020
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