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Publications
Year: 2012
- C. Hendahewa and V. Pavlovic. "Analysis of Causality in Stock Market Data". International Conference on Machine Learning and Applications (ICMLA). 2012. [More] [Full text] [Bibtex] [RIS]
- P. Kuksa and V. Pavlovic. "Efficient evaluation of large sequence kernels". Proc. ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD). 2012. [More] [Full text] [Bibtex] [RIS]
- P. Kuksa, I. Khan and V. Pavlovic. "Generalized Similarity Kernels for Efficient Sequence Classification". Proc. SIAM International Conference on Data Mining (SDM). 2012. [More] [Full text] [Bibtex] [RIS]
- S. Shariat and V. Pavlovic. "Improved sequence classification using adaptive segmental sequence alignment". Journal of Machine Learning W&CP. 2012. pp. 379-394. [More] [Online version] [Bibtex] [RIS]
- S. Yoon and V. Pavlovic. "Distributed Probabilistic Learning for Camera Networks with Missing Data". Neural Information Processing Systems (NIPS). 2012. [More] [Full text] [Bibtex] [RIS]
- W. Yan, X. Han and V. Pavlovic. "Structured Learning for Multiple Object Tracking". British Machine Vision Conference. 2012. [More] [Full text] [Bibtex] [RIS]
- J. Kim and V. Pavlovic. "Attribute Rating for Classification of Visual Objects". Proc. International Conference on Pattern Recognition (ICPR). 2012. [More] [Full text] [Bibtex] [RIS]
- S. Yi and V. Pavlovic. "Sparse Granger Causality Graphs for Human Action Classification". Proc. International Conference on Pattern Recognition (ICPR). 2012. [More] [Full text] [Bibtex] [RIS]
- O. Rudovic, V. Pavlovic and M. Pantic. "Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units". ECCV 2012 Workshop "What's in a Face?". 2012. [More] [Full text] [Bibtex] [RIS]
- M. A. Nicolaou, V. Pavlovic and M. Pantic. "Dynamic Probabilistic CCA for Analysis of Affective Behaviour". Proc. European Conference on Computer Vision (ECCV). 2012. [More] [Full text] [Bibtex] [RIS]
- O. Rudovic, V. Pavlovic and M. Pantic. "Multi-output Laplacian Dynamic Ordinal Regression for Facial Expression Recognition and Intensity Estimation". Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR). 2012. [More] [Full text] [Bibtex] [RIS]
- S. Yoon and V. Pavlovic. "Distributed Probabilistic Learning for Camera Networks". Rutgers. Tech. Rep. DCS-TR-696. 2012. [More] [Full text] [Bibtex] [RIS]
Year: 2011
- T. Parag, V. Pavlovic and A. Elgammal. "Learning Hypergraph Labeling for Feature Matching", CoRR, Vol. abs/1107.2553. 2011. [More] [Online version] [Bibtex] [RIS]
- R. Huang, N. Sang, V. Pavlovic and D. N. Metaxas. "A Belief Propagation algorithm for bias field estimation and image segmentation". ICIP. 2011. pp. 37-40. [More] [Bibtex] [RIS]
- A. Mitrofanova, V. Pavlovic and B. Mishra. "Prediction of Protein Functions with Gene Ontology and Interspecies Protein Homology Data", IEEE/ACM Trans. Comput. Biology Bioinform., Vol. 8. 2011, pp. 775-784. [More] [Bibtex] [RIS]