Date of Award

Spring 2017

Document Type

Dissertation

Degree Name

Doctor of Philosophy in Computing Sciences - (Ph.D.)

Department

Computer Science

First Advisor

Jason T. L. Wang

Second Advisor

James A. McHugh

Third Advisor

David Nassimi

Fourth Advisor

Dimitri Theodoratos

Fifth Advisor

Yi Chen

Sixth Advisor

Katherine Grace Herbert

Abstract

Big data analytics in computational biology and bioinformatics refers to an array of operations including biological pattern discovery, classification, prediction, inference, clustering as well as data mining in the cloud, among others. This dissertation addresses big data analytics by investigating two important operations, namely pattern discovery and network inference.

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