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Contributions to "k"-Means Clustering and Regression via Classification Algorithms
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Salman, Raied – ProQuest LLC, 2012
The dissertation deals with clustering algorithms and transforming regression problems 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 learning environment for solving regression problems as classification tasks by using…
Descriptors: Classification, Mathematics, Regression (Statistics), Problem Solving