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    » Hidden Markov Modelling Techniques for Haplotype Analysis
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    BMCBI
    2007
    105views more  BMCBI 2007»
    Constrained hidden Markov models for population-based haplotyping
    13 years 7 months ago
    Constrained hidden Markov models for population-based haplotyping
    Download  www.cs.helsinki.fi
    abstract Niels Landwehr1 , Taneli Mielik¨ainen2 , Lauri Eronen2 , Hannu Toivonen1,2 , and Heikki Mannila2 1 Machine Learning Lab, Dept. of Comp. Science, University of Freiburg, G...
    Niels Landwehr, Taneli Mielikäinen, Lauri Ero...
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    BMCBI
    2008
    138views more  BMCBI 2008»
    Inference of haplotypic phase and missing genotypes in polyploid organisms and variable copy number genomic regions
    13 years 7 months ago
    Inference of haplotypic phase and missing genotypes in polyploid organisms and variable copy number genomic regions
    Download  www.biomedcentral.com
    Background: The power of haplotype-based methods for association studies, identification of regions under selection, and ancestral inference, is well-established for diploid organ...
    Shu-Yi Su, Jonathan White, David J. Balding, Lachl...
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    JCB
    2006
    123views more  JCB 2006»
    Reconstructing Ancestral Haplotypes with a Dictionary Model
    13 years 7 months ago
    Reconstructing Ancestral Haplotypes with a Dictionary Model
    Download  www.genetics.ucla.edu
    We propose a dictionary model for haplotypes. According to the model, a haplotype is constructed by randomly concatenating haplotype segments from a given dictionary of segments. ...
    Kristin L. Ayers, Chiara Sabatti, Kenneth Lange
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    NIPS
    2003
    147views Information Technology» more  NIPS 2003»
    Markov Models for Automated ECG Interval Analysis
    13 years 8 months ago
    Markov Models for Automated ECG Interval Analysis
    Download  books.nips.cc
    We examine the use of hidden Markov and hidden semi-Markov models for automatically segmenting an electrocardiogram waveform into its constituent waveform features. An undecimated...
    Nicholas P. Hughes, Lionel Tarassenko, Stephen J. ...
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    ICDM
    2005
    IEEE
    189views Data Mining» more  ICDM 2005»
    Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
    14 years 18 days ago
    Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
    Download  www.cs.ust.hk
    We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
    Jie Yin, Qiang Yang
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