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    » Online summarization of dynamic time series data
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    AINA
    2008
    IEEE
    279views Computer Networks» more  AINA 2008»
    Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
    15 years 3 months ago
    Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
    Download  tintin.sfsu.edu
    The analysis of gene expression time series obtained from microarray experiments can be effectively exploited to understand a wide range of biological phenomena from the homeostat...
    Connie Phong, Raul Singh
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    ICDM
    2007
    IEEE
    196views Data Mining» more  ICDM 2007»
    Diagnosing Similarity of Oscillation Trends in Time Series
    15 years 3 months ago
    Diagnosing Similarity of Oscillation Trends in Time Series
    Download  www.ic.unicamp.br
    Sensor networks have increased the amount and variety of temporal data available, requiring the definition of new techniques for data mining. Related research typically addresses...
    Leonardo E. Mariote, Claudia Bauzer Medeiros, Rica...
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    117
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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    14 years 10 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    Download  ww1.ucmss.com
    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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    146
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    SDM
    2012
    SIAM
    285views Data Mining» more  SDM 2012»
    A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets
    12 years 11 months ago
    A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets
    Download  www.cs.ucr.edu
    Given the ubiquity of time series data, the data mining community has spent significant time investigating the best time series similarity measure to use for various tasks and dom...
    Qiang Zhu 0002, Gustavo E. A. P. A. Batista, Thana...
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    BIOINFORMATICS
    2007
    100views more  BIOINFORMATICS 2007»
    Boolean dynamics of genetic regulatory networks inferred from microarray time series data
    14 years 9 months ago
    Boolean dynamics of genetic regulatory networks inferred from microarray time series data
    Download  www.cs.sandia.gov
    Shawn Martin, Zhaoduo Zhang, Anthony Martino, Jean...
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