Browsing by Author "Filev, D."

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An Extended Version ofGustafson-Kessel Clustering Algorithm for Evolving Data Stream Clustering Evolving Intelligent Systems: Methodology and Applications

Filev, D.; Georgieva, Olga (IEEE Press Series on Computational Intelligence, 2010)

The chapter deals with a recursive clustering algorithm that enables a real time partitioning of data streams. Proposed algorithm incorporates the advantages of the Gustafson-Kessel clustering algorithm of identifying ...
Gustafson-Kessel Algorithm for Evolving Data Stream Clustering

Georgieva, Olga; Filev, D. (“ACM International Conference Proceeding Series”, Vol. 433, Intern. Conference on Computer Systems and Technologies - CompSysTech’09, 2009-06-18)

A simplified clustering algorithm that enables on-line partitioning of data streams is proposed. The algorithm applies adaptive-distance metric to identify clusters with different shape and orientation. It is ...

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