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    ICMLA
    2009
    167views Machine Learning» more  ICMLA 2009»
    Structured Prediction Models for Chord Transcription of Music Audio
    13 years 5 months ago
    Structured Prediction Models for Chord Transcription of Music Audio
    Download  www.cs.columbia.edu
    Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...
    Adrian Weller, Daniel P. W. Ellis, Tony Jebara
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    TIP
    2008
    169views more  TIP 2008»
    Weakly Supervised Learning of a Classifier for Unusual Event Detection
    13 years 7 months ago
    Weakly Supervised Learning of a Classifier for Unusual Event Detection
    Download  hci.iwr.uni-heidelberg.de
    In this paper, we present an automatic classification framework combining appearance based features and Hidden Markov Models (HMM) to detect unusual events in image sequences. One...
    Mark Jager, Christian Knoll, Fred A. Hamprecht
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    BMCBI
    2002
    108views more  BMCBI 2002»
    A memory-efficient dynamic programming algorithm for optimal alignment of a sequence to an RNA secondary structure
    13 years 7 months ago
    A memory-efficient dynamic programming algorithm for optimal alignment of a sequence to an RNA secondary structure
    Download  www.biomedcentral.com
    Background: Covariance models (CMs) are probabilistic models of RNA secondary structure, analogous to profile hidden Markov models of linear sequence. The dynamic programming algo...
    Sean R. Eddy
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    CIDU
    2010
    137views Machine Learning» more  CIDU 2010»
    Tracking Climate Models
    13 years 5 months ago
    Tracking Climate Models
    Download  www1.ccls.columbia.edu
    Abstract. Climate models are complex mathematical models designed by meteorologists, geophysicists, and climate scientists to simulate and predict climate. Given temperature predic...
    Claire Monteleoni, Gavin Schmidt, Shailesh Saroha
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    ICML
    2007
    IEEE
    153views Machine Learning» more  ICML 2007»
    Comparisons of sequence labeling algorithms and extensions
    14 years 8 months ago
    Comparisons of sequence labeling algorithms and extensions
    Download  www.machinelearning.org
    In this paper, we survey the current state-ofart models for structured learning problems, including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged Perceptron...
    Nam Nguyen, Yunsong Guo
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