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Year: 2006
- R. Huang, V. Pavlovic and D. N. Metaxas. "A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape". IEEE Int'l Conf. Image Processing. 2006. pp. 2121-4. [More] [Online version] [Bibtex] [RIS]
- S. Carroll and V. Pavlovic. "Protein Classification Using Probabilistic Chain Graphs and the Gene Ontology Structure", Bioinformatics, Vol. 22. 2006, pp. 1871-8. [More] [Online version] [Bibtex] [RIS]
- M. Kim and V. Pavlovic. "Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification". IEEE Conf. Computer Vision and Pattern Recognition. 2006. pp. 268-275. [More] [Online version] [Bibtex] [RIS]
- K. Moon and V. Pavlovic. "Monocular 3D Human Motion Tracking Using Dynamic Probabilistic Latent Semantic Analysis". Tech. Rep. DCS-TR6xx. 2006. [More] [Online version] [Bibtex] [RIS]
- M. Kim and V. Pavlovic. "Discriminative Tracking Methods". Tech. Rep. DCS-TR6xx. 2006. [More] [Online version] [Bibtex] [RIS]
- R. Huang and V. Pavlovic. "Embedded profile hidden Markov models for shape analysis". Tech. Rep. DCS-TR6xx. 2006. [More] [Online version] [Bibtex] [RIS]
Year: 2005
- K. Moon and V. Pavlovic. "Impact of Dynamics on Subspace Embedding and Tracking of Sequences". Tech. Rep. RU-DCS-TR5. 2005. [More] [Online version] [Bibtex] [RIS]
- M. Kim and V. Pavlovic. "Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification". Tech. Rep. RU-DCS-TR5. 2005. [More] [Online version] [Bibtex] [RIS]
- Y. Jing, V. Pavlovic and J. M. Rehg. "Boosted Bayesian Network Classifiers". Tech. Rep. GIT-GVU-05. 2005. [More] [Online version] [Bibtex] [RIS]
- S. Carroll and V. Pavlovic. "Protein Classification Using Probabilistic Chain Graphs and the Gene Ontology Structure". Tech. Rep. RU-DCS-TR5. 2005. [More] [Online version] [Bibtex] [RIS]
- R. Huang, V. Pavlovic and D. N. Metaxas. "A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints". Computer Vision for Biomedical Image Application: Current Techniques and Future Trends. 2005. [More] [Online version] [Bibtex] [RIS]
- Y. Jing, V. Pavlovic and J. M. Rehg. "Efficient discriminative learning of Bayesian network classifier via Boosted Augmented Naive Bayes". International Conf. Machine Learning. 2005. [More] [Online version] [Bibtex] [RIS]
- K. Moon and V. Pavlovic. "Robust tracking of articulated layers". Vision for HCI Workshop. 2005. [More] [Online version] [Bibtex] [RIS]
- P.-H. Huang and V. Pavlovic. "Protein homology detection using sparse profile hidden Markov models". Int'l Conf. Intelligent Systems for Molecular Biology (ISMB). 2005. [More] [Online version] [Bibtex] [RIS]
- V. Pavlovic, D. Schonfeld and G. Friedman. "Stochastic noise process enhancement of Hopfield neural networks", IEEE Trans. Circuits and Systems II, Vol. 52. 2005, pp. 213-217. [More] [Online version] [Bibtex] [RIS]