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    SDM
    2008
    SIAM
    119views Data Mining» more  SDM 2008»
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    13 years 10 months ago
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    Download  www.cs.umbc.edu
    This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...
    Kanishka Bhaduri, Hillol Kargupta
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    SDM
    2007
    SIAM
    182views Data Mining» more  SDM 2007»
    Distance Preserving Dimension Reduction for Manifold Learning
    13 years 10 months ago
    Distance Preserving Dimension Reduction for Manifold Learning
    Download  siam.org
    Manifold learning is an effective methodology for extracting nonlinear structures from high-dimensional data with many applications in image analysis, computer vision, text data a...
    Hyunsoo Kim, Haesun Park, Hongyuan Zha
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    ACID
    2006
    236views Algorithms» more  ACID 2006»
    Kernelization for Convex Recoloring
    13 years 10 months ago
    Kernelization for Convex Recoloring
    Download  mrfellows.net
    The Convex Recoloring (CR) problem measures how far a tree of characters differs from exhibiting a so-called "perfect phylogeny". For input consisting of a vertex-colored...
    Hans L. Bodlaender, Michael R. Fellows, Michael A....
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    CIBCB
    2009
    IEEE
    172views Computational Biology» more  CIBCB 2009»
    Improved prediction of trans-membrane spans in proteins using an artificial neural network
    13 years 10 months ago
    Improved prediction of trans-membrane spans in proteins using an artificial neural network
    Download  www.meilerlab.org
    Tools for the identification of trans-membrane spans from the protein sequence are widely used in the experimental community. Computational structural biology seeks to increase the...
    Julia Koehler, Ralf Mueller, Jens Meiler
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    BMCBI
    2008
    100views more  BMCBI 2008»
    Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations
    13 years 9 months ago
    Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations
    Download  www.cc.gatech.edu
    Background: The construction of literature-based networks of gene-gene interactions is one of the most important applications of text mining in bioinformatics. Extracting potentia...
    Hyunsoo Kim, Haesun Park, Barry L. Drake
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