CONTRIBUTIONS TO K-MEANS CLUSTERING AND REGRESSION VIA CLASSIFICATION ALGORITHMS

CONTRIBUTIONS TO K-MEANS CLUSTERING AND REGRESSION VIA CLASSIFICATION ALGORITHMS

The dissertation deals with clustering algorithms and transforming regression prob-lems into classification problems. The main contributions of the dissertation are twofold; first, to improve (speed up) the clustering algorithms and second, to develop a strict learn-ing environment for solving regre...

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Bibliographic Details
Main Author: Salman, Raied
Format: Others
Published: VCU Scholars Compass 2012
Subjects:
Machine Learning
Data Mining
Support Vector machines
Clustering
Classification
and Artificial Intelligent.
Computer Sciences
Physical Sciences and Mathematics
Online Access:http://scholarscompass.vcu.edu/etd/2738
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=3737&context=etd

Internet

http://scholarscompass.vcu.edu/etd/2738
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=3737&context=etd

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