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    NIPS
    2004
    253views Information Technology» more  NIPS 2004»
    Exponential Family Harmoniums with an Application to Information Retrieval
    14 years 11 months ago
    Exponential Family Harmoniums with an Application to Information Retrieval
    Download  www.ics.uci.edu
    Directed graphical models with one layer of observed random variables and one or more layers of hidden random variables have been the dominant modelling paradigm in many research ...
    Max Welling, Michal Rosen-Zvi, Geoffrey E. Hinton
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    ESWA
    2007
    117views more  ESWA 2007»
    An HMM for detecting spam mail
    14 years 9 months ago
    An HMM for detecting spam mail
    Download  dblab.mgt.ncu.edu.tw
    Hidden Markov Models, or HMMs for short, have been recently used in Bioinformatics for the classification of DNA or protein chains, giving rise to what is known as Profile Hidde...
    José Gordillo, Eduardo Conde
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    ICRA
    2008
    IEEE
    170views Robotics» more  ICRA 2008»
    Modeling and recognition of actions through motor primitives
    15 years 4 months ago
    Modeling and recognition of actions through motor primitives
    Download  www.nada.kth.se
    — We investigate modeling and recognition of object manipulation actions for the purpose of imitation based learning in robotics. To model the process, we are using a combination...
    David Martínez Mercado, Danica Kragic
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    ESANN
    2008
    150views Neural Networks» more  ESANN 2008»
    Conditional prediction of time series using spiral recurrent neural network
    14 years 11 months ago
    Conditional prediction of time series using spiral recurrent neural network
    Download  www.dice.ucl.ac.be
    Frequently, sequences of state transitions are triggered by specific signals. Learning these triggered sequences with recurrent neural networks implies storing them as different at...
    Huaien Gao, Rudolf Sollacher
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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 11 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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