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    NIPS
    2004
    105views Information Technology» more  NIPS 2004»
    Harmonising Chorales by Probabilistic Inference
    14 years 1 months ago
    Harmonising Chorales by Probabilistic Inference
    Download  www.tardis.ed.ac.uk
    We describe how we used a data set of chorale harmonisations composed by Johann Sebastian Bach to train Hidden Markov Models. Using a probabilistic framework allows us to create a...
    Moray Allan, Christopher K. I. Williams
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    NAACL
    2004
    146views Computational Linguistics» more  NAACL 2004»
    Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
    14 years 1 months ago
    Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
    Download  acl.ldc.upenn.edu
    We consider the problem of modeling the content structure of texts within a specific domain, in terms of the topics the texts address and the order in which these topics appear. W...
    Regina Barzilay, Lillian Lee
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    IJCAI
    2001
    103views Artificial Intelligence» more  IJCAI 2001»
    Representing Sentence Structure in Hidden Markov Models for Information Extraction
    14 years 1 months ago
    Representing Sentence Structure in Hidden Markov Models for Information Extraction
    Download  www.biostat.wisc.edu
    We study the application of Hidden Markov Models (HMMs) to learning information extractors for
    Soumya Ray, Mark Craven
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    IWEC
    2004
    119views Applied Computing» more  IWEC 2004»
    MMOG Player Classification Using Hidden Markov Models
    14 years 1 months ago
    MMOG Player Classification Using Hidden Markov Models
    Download  www.ice.ci.ritsumei.ac.jp
    In this paper, we describe our work on classification of players in Massively Multiplayer Online Games using Hidden Markov Models based on player action sequences. In our previous ...
    Yoshitaka Matsumoto, Ruck Thawonmas
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    FLAIRS
    2006
    127views Artificial Intelligence» more  FLAIRS 2006»
    An Empirical Exploration of Hidden Markov Models: From Spelling Recognition to Speech Recognition
    14 years 1 months ago
    An Empirical Exploration of Hidden Markov Models: From Spelling Recognition to Speech Recognition
    Download  csci.biola.edu
    Hidden Markov models play a critical role in the modelling and problem solving of important AI tasks such as speech recognition and natural language processing. However, the stude...
    Shieu-Hong Lin
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    AAAI
    2004
    98views Intelligent Agents» more  AAAI 2004»
    Repeated Observation Models
    14 years 1 months ago
    Repeated Observation Models
    Download  www.eecs.harvard.edu
    Repetition is an important phenomenon in a variety of domains, such as music, computer programs and architectural drawings. A generative model for these domains should account for...
    Avi Pfeffer
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    NIPS
    2007
    150views Information Technology» more  NIPS 2007»
    Collective Inference on Markov Models for Modeling Bird Migration
    14 years 1 months ago
    Collective Inference on Markov Models for Modeling Bird Migration
    Download  web.engr.oregonstate.edu
    We investigate a family of inference problems on Markov models, where many sample paths are drawn from a Markov chain and partial information is revealed to an observer who attemp...
    Daniel Sheldon, M. A. Saleh Elmohamed, Dexter Koze...
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    NIPS
    2008
    142views Information Technology» more  NIPS 2008»
    Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM
    14 years 1 months ago
    Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM
    Download  books.nips.cc
    Neural activity is non-stationary and varies across time. Hidden Markov Models (HMMs) have been used to track the state transition among quasi-stationary discrete neural states. W...
    Kentaro Katahira, Jun Nishikawa, Kazuo Okanoya, Ma...
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    IJCAI
    2007
    151views Artificial Intelligence» more  IJCAI 2007»
    Inside-Outside Probability Computation for Belief Propagation
    14 years 1 months ago
    Inside-Outside Probability Computation for Belief Propagation
    Download  www.ijcai.org
    In this paper we prove that the well-known correspondence between the forward-backward algorithm for hidden Markov models (HMMs) and belief propagation (BP) applied to HMMs can be...
    Taisuke Sato
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    IJCAI
    2007
    166views Artificial Intelligence» more  IJCAI 2007»
    Incremental Construction of Structured Hidden Markov Models
    14 years 1 months ago
    Incremental Construction of Structured Hidden Markov Models
    Download  www.ijcai.org
    This paper presents an algorithm for inferring a Structured Hidden Markov Model (S-HMM) from a set of sequences. The S-HMMs are a sub-class of the Hierarchical Hidden Markov Model...
    Ugo Galassi, Attilio Giordana, Lorenza Saitta
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