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2005
Carroll et al."Protein Classification Using Probabilistic Chain Graphs and the Gene..."
(Technical report)
Huang et al."A Hybrid Framework for Image Segmentation Using Probabilistic..."
(In proceedings)
Huang et al."Protein homology detection using sparse profile hidden Markov models"
(In proceedings)
Jing et al."Boosted Bayesian Network Classifiers"
(Technical report)
Jing et al."Efficient discriminative learning of Bayesian network classifier via..."
(In proceedings)
Kim et al."Discriminative Learning of Mixture of Bayesian Network Classifiers for..."
(Technical report)
Moon et al."Impact of Dynamics on Subspace Embedding and Tracking of Sequences"
(Technical report)
Moon et al."Robust tracking of articulated layers"
(In proceedings)
Pavlovic et al."Stochastic noise process enhancement of Hopfield neural networks"
(Article)

2004
Dandekar et al."Multi-species comparative gene identification and analysis of..."
(In proceedings)
Goldenstein et al."Outlier rejection in deformable model tracking"
(In proceedings)
Huang R. et al."A graphical model based image segmentation method"
(In proceedings)
Huang R. et al."A graphical model framework for coupling MRFs and deformable models"
(In proceedings)
Huang R. et al."A hybrid face recognition method using Markov random fields"
(In proceedings)
Pavlovic V."Model-based motion clustering using boosted mixture modeling"
(In proceedings)

2003
Alon J. et al."Discovering Clusters in Motion Time-Series Data"
(In proceedings)
Garg A. et al."Boosted Learning in Dynamic Bayesian Networks for Multimodal Speaker..."
(Article)
Suy Y. et al."RankGene: Identification of Diagnostic Genes Based on Expression Data"
(Article)
Zhang L. et al."Human-mouse gene identification by comparative evidence integration..."
(Article)

2002
Choudhury et al."Boosting and Structure Learning in Dynamic "Bayesian"..."
(In proceedings)
Garg A. et al."Bayesian Networks as Ensemble of Classifiers"
(In proceedings)
Pavlovic V. et al."A Bayesian framework for combining gene predictions"
(Article)
Pavlovic V. et al."Learning human motion models for tracking"
(Article)
Pavlovic V. et al."Stochastic noise process enhancement of Hopfield neural networks"
(Article)
Walker M. et al."A comparative genomic method for computational identification of..."
(Article)
Walker M. et al."A comparative genomic method for computational identification of..."
(In proceedings)

2001
Choudhury et al."Multimodal speaker detection using boosted dynamic Bayesian networks"
(In proceedings)
Garg A. et al."Audio--Visual Speaker Detection using Dynamic Bayesian Networks"
(In proceedings)
Pavlovic V. et al."Efficient Detection of Objects and Attributes Using Boosting"
(In proceedings)
Pavlovic V. et al."Enhancement of Hopfield neural networks using stochatic noise processes"
(In proceedings)
Pavlovic V. et al."Learning improved gene prediction"
(In proceedings)

2000
Pavlovic V. et al."A Bayesian Framework for Combining Gene Predictions"
(In proceedings)
Pavlovic V. et al."A dynamic Bayesian network approach to tracking using learned"
(In proceedings)
Pavlovic V. et al."Impact of dynamic model learning on classification of human motion"
(In proceedings)
Pavlovic V. et al."Learning Switching Linear Models of Human Motion"
(In proceedings)
Pavlovic V. et al."Learning switching linear system models of figure motion from image..."
(In proceedings)
Pavlovic V. et al."Multimodal speaker detection using error feedback DBNs"
(In proceedings)
Pavlovic V. et al."Multimodal speaker detection using input/output hidden Markov models"
(In proceedings)
Sharma et al."Speech/gesture interface to a visual computing environment for..."
(Article)

1999
Pavlovic V. et al."A Dynamic Bayesian Network Approach to Figure Tracking Using Learned..."
(In proceedings)
Pavlovic V."Dynamic Bayesian Networks for Information Fusion with Application to..."
(PhD thesis)
Pavlovic V. et al."Integrated framework for adaptive subband image coding"
(Article)
Pavlovic V. et al."Time Series Classification Using Mixed-State Dynamic Bayesian Networks"
(In proceedings)
Pavlovic V. et al."Variational Learning in Mixed-State Dynamic Graphical Models"
(In proceedings)

1998
Berry G. et al."A Multimodal Human-Computer Interface for the Control of a Virtual..."
(In proceedings)
Pavlovic et al."Integration of speech and gestures for display control"
(In proceedings)
Pavlovic V. et al."Multimodal Tracking and Classification of Audio-Visual Features"
(In proceedings)
Pavlovic V. et al."Tracking and classification of audio/visual features"
(In proceedings)
Sharma R. et al."Toward multimodal human-computer interface"
(Article)

1997
Pavlovic V. et al."Fusion of audio/visual information for human-computer interaction"
(In proceedings)
Pavlovic V. et al."Integration of audio/visual information for intelligent human-computer..."
(In proceedings)
Pavlovic V. et al."Transform image coding based on joint adaptation of filer banks, tree..."
(In proceedings)
Pavlovic V. et al."Visual interpretation of hand gestures for human-computer interaction:..."
(Article)
Zeller et al."A visual computing environment for very large scale biomolecular..."
(In proceedings)

1996
Huang T. et al."Speech/gesture-based human computer interface in virtual environments"
(In proceedings)
Moulin P. et al."Transform image coding based on joint adaptation of filer banks and..."
(In proceedings)
Pavlovic V. et al."Gestural interface to a visual computing environment for molecular..."
(In proceedings)
Sharma R. et al."Human Interaction with Complex Systems"
(Book part)
Sharma R. et al."Speech / gesture interface to a visual computing environment for..."
(In proceedings)

1995
Huang T. et al."Hand gesture modeling, analysis, and synthesis"
(In proceedings)

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