Dr. Darrin Lewis

Photo of Darrin Lewis

General Information

Education

  • Ph.D. Computer Science, Columbia University
  • M.S. Computer Science, Hofstra University
  • B.F.A. Communication, New York Institute of Technology

Research Interests

  • Machine learning
  • Bioinformatics
  • Computational Biology
  • Artificial Intelligence

Selected Publications

Zhang, Q. Zhang, D.P. Lewis, M.Q. Zhang, "A Bayesian Method for Disentangling Dependent Structure of Epistatic Interaction", American Journal of Biostatistics, 2:1-10, 2012.

D.P. Lewis, T. Jebara, W.S. Noble, "Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure", Bioinformatics (Oxford,England), 22: 2753-60, 2006.

D.P. Lewis, T. Jebara, W.S. Noble, "Nonstationary kernel combination", ACM International Conference Proceeding Series, 148: 553-560, 2006.

Qin, D.P. Lewis, W.S. Noble, "Kernel hierarchical gene clustering from microarray expression data", Bioinformatics(Oxford, England), 19: 2097-104, 2003.

Pavlidis, D.P. Lewis, W.S. Noble, "Exploring gene expression data with class scores", Pacific Symposium on Biocomputing, 474-85, 2003.

C.R. Sastry, D.P. Lewis, A. Pizano, "Webtour: a system to record and playback dynamic multimedia annotations on web document content", In Proceedings of the Seventh ACM International Conference on Multimedia (Part 2) (MULTIMEDIA ’99), Association for Computing Machinery, New York, NY, USA, 175–178, 1999.