Date of Award
12-1-2015
Degree Name
Doctor of Philosophy
Department
Computer Science
First Advisor
Mogharreban, Namdar
Abstract
Because of high complexity of time and space, generating machine learning models for big data is difficult. This research is introducing a novel approach to optimize the performance of learning algorithms with a particular focus on big data manipulation. To implement this method a machine learning platform using eighteen machine learning algorithms is implemented. This platform is tested using four different use cases and result is illustrated and analyzed.
Access
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