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» Aggregation-based model reduction of a Hidden Markov Model
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AIED
2007
Springer
15 years 8 months ago
Modeling learning patterns of students with a tutoring system using Hidden Markov Models
Carole R. Beal, Sinjini Mitra, Paul R. Cohen
CN
2008
59views more  CN 2008»
15 years 1 months ago
Internet traffic modeling by means of Hidden Markov Models
Alberto Dainotti, Antonio Pescapè, Pierluig...
ICML
2005
IEEE
16 years 2 months ago
Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields
We present a directed Markov random field (MRF) model that combines n-gram models, probabilistic context free grammars (PCFGs) and probabilistic latent semantic analysis (PLSA) fo...
Shaojun Wang, Shaomin Wang, Russell Greiner, Dale ...
AUSAI
2008
Springer
15 years 3 months ago
Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis
Hidden Markov Models are a widely used generative model for analysing sequence data. A variant, Profile Hidden Markov Models are a special case used in Bioinformatics to represent,...
Stefan Mutter, Bernhard Pfahringer, Geoffrey Holme...