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Vladimir Pavlovic, Ph.D. - Publications

Affiliations: 
1995-1999 Electrical and Computer Engineering University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
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24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Hu K, Haworth MB, Berseth G, Pavlovic V, Faloutsos P, Kapadia M. Heterogeneous Crowd Simulation using Parametric Reinforcement Learning. Ieee Transactions On Visualization and Computer Graphics. PMID 34965213 DOI: 10.1109/TVCG.2021.3139031  0.305
2020 Liu W, Shen X, Ong Y, Tsang IW, Gong C, Pavlovic V. Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications Ieee Transactions On Neural Networks and Learning Systems. 31: 2236-2239. DOI: 10.1109/Tnnls.2020.2981981  0.379
2020 Hu K, Yoon S, Pavlovic V, Faloutsos P, Kapadia M. Predicting Crowd Egress and Environment Relationships to Support Building Design Optimization Computers & Graphics. 88: 83-96. DOI: 10.1016/J.Cag.2020.03.005  0.509
2019 Walecki R, Rudovic O, Pavlovic V, Pantic M. Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity Ieee Transactions On Affective Computing. 10: 297-312. DOI: 10.1109/Taffc.2017.2728534  0.341
2017 Walecki R, Rudovic O, Pavlovic V, Pantic M. Variable-state Latent Conditional Random Field models for facial expression analysis Image and Vision Computing. 58: 25-37. DOI: 10.1016/J.Imavis.2016.04.009  0.305
2016 Kim J, Pavlovic V. Discovering characteristic landmarks on ancient coins using convolutional networks Journal of Electronic Imaging. 26: 011018. DOI: 10.1117/1.Jei.26.1.011018  0.369
2015 Rudovic O, Pavlovic V, Pantic M. Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 944-58. PMID 26353320 DOI: 10.1109/Tpami.2014.2356192  0.339
2015 Shariat S, Pavlovic V. Robust time-series retrieval using probabilistic adaptive segmental alignment Knowledge and Information Systems. 49: 91-119. DOI: 10.1007/S10115-015-0898-4  0.301
2014 Nicolaou MA, Pavlovic V, Pantic M. Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1299-311. PMID 26353304 DOI: 10.1109/Tpami.2014.16  0.366
2011 Mitrofanova A, Pavlovic V, Mishra B. Prediction of protein functions with gene ontology and interspecies protein homology data. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 775-84. PMID 21393654 DOI: 10.1109/Tcbb.2010.15  0.32
2011 Kim M, Pavlovic V. Central subspace dimensionality reduction using covariance operators. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 657-70. PMID 20513923 DOI: 10.1109/Tpami.2010.111  0.312
2010 Kim M, Pavlovic V. Sequence classification via large margin hidden Markov models Data Mining and Knowledge Discovery. 23: 322-344. DOI: 10.1007/S10618-010-0206-6  0.375
2009 Kim M, Pavlovic V. Discriminative learning for dynamic state prediction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1847-61. PMID 19696454 DOI: 10.1109/Tpami.2009.37  0.375
2009 Kuksa P, Huang PH, Pavlovic V. Efficient use of unlabeled data for protein sequence classification: a comparative study. Bmc Bioinformatics. 10: S2. PMID 19426450 DOI: 10.1186/1471-2105-10-S4-S2  0.332
2008 Jing Y, Pavlović V, Rehg JM. Boosted Bayesian network classifiers Machine Learning. 73: 155-184. DOI: 10.1007/S10994-008-5065-7  0.424
2007 Kölsch M, Pavlović V, Kisačanin B, Huang TS. Special issue on vision for human–computer interaction Computer Vision and Image Understanding. 108: 1-3. DOI: 10.1016/J.Cviu.2007.01.002  0.421
2005 Pavlovic V, Schonfeld D, Friedman G. Stochastic noise Process enhancement of Hopfield neural networks Ieee Transactions On Circuits and Systems Ii: Express Briefs. 52: 213-217. DOI: 10.1109/Tcsii.2004.842027  0.322
2003 Zhang L, Pavlovic V, Cantor CR, Kasif S. Human-mouse gene identification by comparative evidence integration and evolutionary analysis. Genome Research. 13: 1190-202. PMID 12743024 DOI: 10.1101/Gr.703903  0.305
2003 Rehg JM, Pavlovic V, Huang TS, Freeman WT. Guest editors' introduction to the special section on graphical models in computer vision Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 785-786. DOI: 10.1109/Tpami.2003.1206508  0.53
2002 Walker M, Pavlovic V, Kasif S. A comparative genomic method for computational identification of prokaryotic translation initiation sites. Nucleic Acids Research. 30: 3181-91. PMID 12136100 DOI: 10.1093/Nar/Gkf423  0.315
2000 Sharma R, Zeller M, Pavlovic V, Huang T, Lo Z, Chu S, Zhao Y, Phillips J, Schulten K. Speech/gesture interface to a visual-computing environment Ieee Computer Graphics and Applications. 20: 29-37. DOI: 10.1109/38.824531  0.614
1999 Pavlovic V, Moulin P, Ramchandran K. An integrated framework for adaptive subband image coding Ieee Transactions On Signal Processing. 47: 1024-1038. DOI: 10.1109/78.752600  0.316
1998 Sharma R, Pavlovic V, Huang T. Toward multimodal human-computer interface Proceedings of the Ieee. 86: 853-869. DOI: 10.1109/5.664275  0.324
1997 Pavlovic V, Sharma R, Huang T. Visual interpretation of hand gestures for human-computer interaction: a review Ieee Transactions On Pattern Analysis and Machine Intelligence. 19: 677-695. DOI: 10.1109/34.598226  0.447
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