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    ISMB
    1998
    118views Computational Biology» more  ISMB 1998»
    Prediction of Signal Peptides and Signal Anchors by a Hidden Markov Model
    13 years 9 months ago
    Prediction of Signal Peptides and Signal Anchors by a Hidden Markov Model
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    A hidden Markov model of signal peptides has been developed. It contains submodels for the N-terminal part, the hydrophobic region, and the region around the cleavage site. For kn...
    Henrik Nielsen, Anders Krogh
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    BMCBI
    2006
    119views more  BMCBI 2006»
    Hidden Markov Model Variants and their Application
    13 years 8 months ago
    Hidden Markov Model Variants and their Application
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    Markov statistical methods may make it possible to develop an unsupervised learning process that can automatically identify genomic structure in prokaryotes in a comprehensive way...
    Stephen Winters-Hilt
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    BMCBI
    2002
    133views more  BMCBI 2002»
    Identification and characterization of subfamily-specific signatures in a large protein superfamily by a hidden Markov model app
    13 years 8 months ago
    Identification and characterization of subfamily-specific signatures in a large protein superfamily by a hidden Markov model app
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    Background: Most profile and motif databases strive to classify protein sequences into a broad spectrum of protein families. The next step of such database studies should include ...
    Kevin Truong, Mitsuhiko Ikura
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    ICML
    2008
    IEEE
    135views Machine Learning» more  ICML 2008»
    Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
    14 years 9 months ago
    Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
    Download  mapleleaf.csail.mit.edu
    Partially Observable Markov Decision Processes (POMDPs) have succeeded in planning domains that require balancing actions that increase an agent's knowledge and actions that ...
    Finale Doshi, Joelle Pineau, Nicholas Roy
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    MMS
    2006
    167views Information Technology» more  MMS 2006»
    View-invariant motion trajectory-based activity classification and recognition
    13 years 8 months ago
    View-invariant motion trajectory-based activity classification and recognition
    Download  www.ece.uic.edu
    Motion trajectories provide rich spatio-temporal information about an object's activity. The trajectory information can be obtained using a tracking algorithm on data streams ...
    Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld
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