Uwe Ohler's Research Group
Iulian Pruteanu
Email: ip6 (at) dukeD0Tedu
Location: 2211 CIEMAS
Hometown: Piatra Neamt, Romania
Research Projects
- Automated annotation of Drosophila gene expression patterns using factor modeling (Berkeley Drosophila Genome Project).
- Automatic time analysis for gene expression patterns based on Gaussian Mixture Modeling.
Education
Duke University
Ph.D. Electrical and Computer Engineering, 2008
M.S. Electrical and Computer Engineering, 2004
University "Politehnica" of Bucharest
B.S. Networks and Software in Telecommunications, 2002
Publications
I. Pruteanu-Malinici, L. Ren, J. Paisley, E. Wang and L. Carin. (submitted, 2008) Dynamic hierarchical Dirichlet process for modeling topics in time-stamped documents. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
I. Pruteanu-Malinici and L. Carin. (May 2008) Infinite hidden Markov models for unusual-event detection in video. IEEE Transactions on Image Processing, volume 17, no. 5, pages 811-822
I. Pruteanu-Malinici and L. Carin. (September 2007) Infinite hidden Markov models and independent subspace analysis for video detection. Proceedings of IEEE International Conference on Image Processing (ICIP)
I. Pruteanu-Malinici and L. Carin. (August 2006) Variational Bayes hidden Markov models for unusual-event detection in video. Computer Vision and Pattern Recognition (CVPR)
I. Pruteanu-Malinici. (June 2004) Active learning and transductive inference for detection of concealed targets. Master thesis, Duke University, Durham, NC
Previous Groups
Dr. Lawrence Carin's Group, Duke University: Graduate Student Researcher
Outside Interests/Hobbies
Playing piano, Soccer, Table Tennis, Chess