Jian Zhang
Associate Professor
Computer Science and Engineering
Louisiana State University
United States of America
Biography
Dr. Jian Zhang is an associate professor in the computer science division, school of EECS at Louisiana State University.He received my PhD in computer science from Yale University. Before joining LSU, He worked for two years in the computer science lab at SRI International. His research interest is in the area of machine learning and it applications. One focus of his research in machine learning is on designing and exploring different feature extraction and information encoding/representation methods for knowledge discovery and transfer. My research also involves applications of machine learning methods in areas such as cyber security, analysis of material simulation data and biomedical data.
Research Interest
Machine Learning and Applications
Publications
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A Comparative Assessment of Malware Classification using Binary Texture Analysis and Dynamic Analysis, with L. Nataraj, V. Yegneswaran and P. Porras, in Proceedings of the 4th ACM Workshop on Artificial Intelligence and Security, 2011.
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First-principles viscosity and derived models for MgO-SiO2 melt system at high temperatures, with B. Karki and L. Stixrude, in Geophysical Research Letters, 2012.
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Towards Better Base Classifiers for Ensemble Classification of Gene Expression Data, with W. Duncan, in Proceedings of International Conference on Bioinformatics and Computational Biology, 2013.
