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    APBC
    2006
    181views Bioinformatics» more  APBC 2006»
    Analyzing Inconsistency Toward Enhancing Integration of Biological Molecular Databases
    13 years 8 months ago
    Analyzing Inconsistency Toward Enhancing Integration of Biological Molecular Databases
    Download  www.comp.nus.edu.sg
    : The rapid growth of biological databases not only provides biologists with abundant data but also presents a big challenge in relation to the analysis of data. Many data analysis...
    Yi-Ping Phoebe Chen, Qingfeng Chen
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    PKDD
    2009
    Springer
    138views Data Mining» more  PKDD 2009»
    Margin and Radius Based Multiple Kernel Learning
    14 years 1 months ago
    Margin and Radius Based Multiple Kernel Learning
    Download  cui.unige.ch
    A serious drawback of kernel methods, and Support Vector Machines (SVM) in particular, is the difficulty in choosing a suitable kernel function for a given dataset. One of the appr...
    Huyen Do, Alexandros Kalousis, Adam Woznica, Melan...
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    ICML
    2009
    IEEE
    272views Machine Learning» more  ICML 2009»
    Multi-class image segmentation using conditional random fields and global classification
    14 years 8 months ago
    Multi-class image segmentation using conditional random fields and global classification
    Download  user.cs.tu-berlin.de
    A key aspect of semantic image segmentation is to integrate local and global features for the prediction of local segment labels. We present an approach to multi-class segmentatio...
    Nils Plath, Marc Toussaint, Shinichi Nakajima
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    ICMLA
    2010
    161views Machine Learning» more  ICMLA 2010»
    Robust Learning for Adaptive Programs by Leveraging Program Structure
    13 years 5 months ago
    Robust Learning for Adaptive Programs by Leveraging Program Structure
    Download  web.engr.oregonstate.edu
    Abstract--We study how to effectively integrate reinforcement learning (RL) and programming languages via adaptation-based programming, where programs can include non-deterministic...
    Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig
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    NAACL
    2003
    208views Computational Linguistics» more  NAACL 2003»
    Automatic Extraction of Semantic Networks from Text using Leximancer
    13 years 8 months ago
    Automatic Extraction of Semantic Networks from Text using Leximancer
    Download  acl.ldc.upenn.edu
    Leximancer is a software system for performing conceptual analysis of text data in a largely language independent manner. The system is modelled on Content Analysis and provides u...
    Andrew E. Smith
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