Fast state discovery for HMM model selection and learning (2007)

by Sajid M. Siddiqi , Geoffrey J. Gordon , Andrew W. Moore
Venue:In Proc. Int’l Conference on Artificial Intelligence and Statistics
Citations:11 - 3 self

Active Bibliography

Learning Latent Variable and Predictive Models of Dynamical Systems – Sajid M. Siddiqi, Andrew W. Moore, Jeff Schneider, Zoubin Ghahramani - 2009
3 AUTOMATIC STATE DISCOVERY FOR UNSTRUCTURED AUDIO SCENE CLASSIFICATION – Julian Ramos, Sajid Siddiqi, Artur Dubrawski, Geoffrey Gordon, Abhishek Sharma
13 Fast Inference and Learning in Large-State-Space HMMs – Sajid M. Siddiqi, Andrew W. Moore - 2005
unknown title – unknown authors
1 Finding Behavior Patterns from Temporal Data using Hidden Markov Model based Unsupervised Classification – Cen Li, Gautam Biswas - 1999
11 Clustering sequence data using hidden Markov model representation – Cen Li, Gautam Biswas - 1999
66 Structure Learning in Conditional Probability Models via an Entropic Prior and Parameter Extinction – Matthew Brand - 1998
21 Temporal pattern generation using hidden markov model based unsupervised classification – Cen Li, Gautam Biswas - 1999
Research Statement – Sajid M. Siddiqi - 2009
23 Passively Learning Finite Automata – Kevin Murphy - 1996
Learning the Behavior Model of a Robot – Guillaume Infantes, Malik Ghallab, Félix Ingrand
4 Keyhole state space construction with applications to user modeling – Peter John Gorniak, C Peter John Gorniak
107 Information Extraction with HMM Structures Learned by Stochastic Optimization – Dayne Freitag, Andrew McCallum - 2001
unknown title – Mick De Neeve - 2012
49 Using Unlabeled Data to Improve Text Classification – Kamal Paul Nigam - 2001
6 Periodic sequence patterns in human exons – Pierre Baldi, Scren Brunak, Yves T Chauvin, Jacob Engelbrecht, Anders Krogh - 1995
8 Inducing Workflow Models from Workflow Instances – Joachim Herbst - 1999
39 Integrating Machine Learning and Workflow Management to Support Acquisition and Adaptation of Workflow Models – Dimitris Karagiannis, Joachim Herbst, Joachim Herbst, Daimlerchrysler Ag, Daimlerchrysler Ag - 1998
Segment, Track, Extract, Recognize and Convert Sign – Language Videos To Voice/text, P. V. V. Kishore