Alexander Hartemink, Alexander F. Hehmeyer Associate Professor of Computer Science and Associate Professor
- Contact Info:
- LSRC D239
- (919) 660-6514
- amink@cs.duke.edu
- Personal Web Page:
- http://www.cs.duke.edu/~amink/
- Education:
- Ph.D. in Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2001
- S.M. in Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 1997
- M.Phil. in Economics, Oxford University, 1996
- B.S. in Mathematics, Duke University, 1994
- B.S. in Physics, Duke University, 1994
- A.B. in Economics, Duke University, 1994
- Research Interests:
Computational biology, machine learning, Bayesian statistics, systems biology, transcriptional regulation, genomics and epigenomics, graphical models, Bayesian networks, computational neurobiology, classification, feature selection
- Recent Publications
(More Publications)
- Krishnapuram, Balaji and Figueiredo, Mario and Carin, Larry and Hartemink, Alexander. "Learning sparse Bayesian classifiers: Multi-class formulation, fast algorithms, and generalization bounds." November, 2003
- Liu, Qiuhua and Krishnapuram, Balaji and Pratapa, Pallavi and Liao, Xuejun and Hartemink, Alexander and Carin, Larry. "Identification of Differentially Expressed Proteins Using MALDI-TOF Mass Spectra." Asilomar 2003. November, 2003
- Krishnapuram, Balaji and Carin, Larry and Hartemink, Alexander. "Joint Classifier and Feature Optimization for Cancer Diagnosis Using Gene Expression Data." Research in Computational Molecular Biology. April, 2003
- Krishnapuram, Balaji and Carin, Larry and Hartemink, Alexander. "Joint Classifier and Kernel Design." April, 2003
- Smith, V. Anne and Jarvis, Erich and Hartemink, Alexander. "Influence of Topology and Data Collection on Functional Network Inference." Pacific Symposium on Biocomputing. Ed. Altman, Russ and Dunker, A. Keith and Hunter, Larry and Jung, Tiffany and Klein, Teri World Scientific, January, 2003: 164-175.