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    AUSAI
    2006
    Springer
    118views Artificial Intelligence» more  AUSAI 2006»
    An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinfo
    13 years 9 months ago
    An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinfo
    Download  eprints.pascal-network.org
    The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it wa...
    Justin Bedo, Conrad Sanderson, Adam Kowalczyk
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    AAAI
    2010
    236views Intelligent Agents» more  AAAI 2010»
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    13 years 9 months ago
    Efficient Belief Propagation for Utility Maximization and Repeated Inference
    Download  www.cs.washington.edu
    Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
    Aniruddh Nath, Pedro Domingos
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    AVI
    2010
    276views Software Engineering» more  AVI 2010»
    Tracing genealogical data with TimeNets
    13 years 9 months ago
    Tracing genealogical data with TimeNets
    Download  hci.stanford.edu
    We present TimeNets, a new visualization technique for genealogical data. Most genealogical diagrams prioritize the display of generational relations. To enable analysis of famili...
    Nam Wook Kim, Stuart K. Card, Jeffrey Heer
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    BIOCOMP
    2008
    140views Bioinformatics» more  BIOCOMP 2008»
    Analysis of Protein-Ligand Interactions Using Localized Stereochemical Features
    13 years 9 months ago
    Analysis of Protein-Ligand Interactions Using Localized Stereochemical Features
    Download  faculty.cs.tamu.edu
    Computational analyses of protein structure-function relationships have traditionally been based on sequence homology, fold family analysis and 3D motifs/templates. Previous struct...
    Reetal Pai, James C. Sacchettini, Thomas R. Ioerge...
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    NIPS
    2008
    215views Information Technology» more  NIPS 2008»
    Unlabeled data: Now it helps, now it doesn't
    13 years 9 months ago
    Unlabeled data: Now it helps, now it doesn't
    Download  www.cs.cmu.edu
    Empirical evidence shows that in favorable situations semi-supervised learning (SSL) algorithms can capitalize on the abundance of unlabeled training data to improve the performan...
    Aarti Singh, Robert D. Nowak, Xiaojin Zhu
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