- Department of Computer Science
Dr. Liu's current research interests fall in the general areas of machine learning algorithm development and machine learning applications in human and animal healthcare, food systems, and communication networks. Specifically, she is interested in developing and enhancing ML technologies to analyze healthcare data and uncover patterns and insights that humans could not find on their own. With the advances in deep learning (DL) and classical machine learning (CML), she is interested in helping healthcare practitioners to make better clinical decisions and improve the quality of the experiences they provide. Her research on networking includes cellular networks, wireless sensor networks, and IoT systems.
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