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    SDM
    2007
    SIAM
    143views Data Mining» more  SDM 2007»
    Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    14 years 10 months ago
    Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    Download  www.cs.cmu.edu
    Given a large sparse graph, how can we find patterns and anomalies? Several important applications can be modeled as large sparse graphs, e.g., network traffic monitoring, resea...
    Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Falo...
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    AROBOTS
    2008
    77views more  AROBOTS 2008»
    Extending obstacle avoidance methods through multiple parameter-space transformations
    14 years 9 months ago
    Extending obstacle avoidance methods through multiple parameter-space transformations
    Download  babel.isa.uma.es
    Obstacle avoidance methods approach the problem of mobile robot autonomous navigation by steering the robot in real-time according to the most recent sensor readings, being suitab...
    Jose-Luis Blanco, Javier Gonzalez, Juan-Antonio Fe...
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    BMCBI
    2010
    182views more  BMCBI 2010»
    Beyond co-localization: inferring spatial interactions between sub-cellular structures from microscopy images
    14 years 9 months ago
    Beyond co-localization: inferring spatial interactions between sub-cellular structures from microscopy images
    Download  www.biomedcentral.com
    Background: Sub-cellular structures interact in numerous direct and indirect ways in order to fulfill cellular functions. While direct molecular interactions crucially depend on s...
    Jo A. Helmuth, Grégory Paul, Ivo F. Sbalzar...
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    BMCBI
    2008
    145views more  BMCBI 2008»
    Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis
    14 years 9 months ago
    Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis
    Download  www.biomedcentral.com
    Background: The combination of gene expression profiling with linkage analysis has become a powerful paradigm for mapping gene expression quantitative trait loci (eQTL). To date, ...
    Shameek Biswas, John D. Storey, Joshua M. Akey
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    DATAMINE
    2008
    137views more  DATAMINE 2008»
    Two heads better than one: pattern discovery in time-evolving multi-aspect data
    14 years 9 months ago
    Two heads better than one: pattern discovery in time-evolving multi-aspect data
    Download  eliassi.org
    Abstract. Data stream values are often associated with multiple aspects. For example, each value observed at a given time-stamp from environmental sensors may have an associated ty...
    Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke,...
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