Constrained K-Means Classification

Classification-via-clustering (CvC) is a widely used method, using a clustering procedure to perform classification tasks. In this paper, a novel K-Means-based CvC algorithm is presented, analysed and evaluated. Two additional techniques are employed to reduce the effects of the limitations of K-Mea...

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Bibliographic Details
Main Authors: P. N. Smyrlis, D. C. Tsouros, M. G. Tsipouras
Format: Article
Language:English
Published: D. G. Pylarinos 2018-08-01
Series:Engineering, Technology & Applied Science Research
Subjects:
Online Access:http://etasr.com/index.php/ETASR/article/view/2149