IEEE - Institute of Electrical and Electronics Engineers, Inc. - Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices

Author(s): Omar A. Ibrahim ; James M. Keller ; James C. Bezdek
Sponsor(s): Computational Intelligence Society (CIS)
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Electronic): 2471-285X
DOI: 10.1109/TETCI.2019.2909521
Regular:

Dunn's internal cluster validity index is used to assess partition quality and identify a "best" crisp c-partition of n objects built from static data sets. This index is quite sensitive to... View More

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