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    IJCAI
    2003
    137views Artificial Intelligence» more  IJCAI 2003»
    Distributed Clustering Based on Sampling Local Density Estimates
    13 years 11 months ago
    Distributed Clustering Based on Sampling Local Density Estimates
    Download  dli.iiit.ac.in
    Huge amounts of data are stored in autonomous, geographically distributed sources. The discovery of previously unknown, implicit and valuable knowledge is a key aspect of the expl...
    Matthias Klusch, Stefano Lodi, Gianluca Moro
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    BCBGC
    2008
    135views Bioinformatics» more  BCBGC 2008»
    BMA - Boolean Matrices as Model for Motif Kernels
    13 years 11 months ago
    BMA - Boolean Matrices as Model for Motif Kernels
    Download  www.informatik.uni-kiel.de
    We introduce the data model BM, which specifies kernels of motifs by means of Boolean matrices. Different from position frequency matrices these only specify which bases can appea...
    Jan Schröder, Manfred Schimmler, Heiko Schr&o...
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    IJCNN
    2000
    IEEE
    164views Neural Networks» more  IJCNN 2000»
    Support Vector Machines Based on a Semantic Kernel for Text Categorization
    14 years 2 months ago
    Support Vector Machines Based on a Semantic Kernel for Text Categorization
    Download  cs.gmu.edu
    We propose to solve a text categorization task using a new metric between documents, based on a priori semantic knowledge about words. This metric can be incorporated into the def...
    George Siolas, Florence d'Alché-Buc
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    WSC
    2007
    146views Modeling And Simulation» more  WSC 2007»
    Kernel estimation for quantile sensitivities
    14 years 12 days ago
    Kernel estimation for quantile sensitivities
    Download  www.informs-sim.org
    Quantiles, also known as value-at-risk in financial applications, are important measures of random performance. Quantile sensitivities provide information on how changes in the i...
    Guangwu Liu, L. Jeff Hong
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    ACL
    2008
    124views Computational Linguistics» more  ACL 2008»
    Text Segmentation with LDA-Based Fisher Kernel
    13 years 11 months ago
    Text Segmentation with LDA-Based Fisher Kernel
    Download  www.aclweb.org
    In this paper we propose a domainindependent text segmentation method, which consists of three components. Latent Dirichlet allocation (LDA) is employed to compute words semantic ...
    Qi Sun, Runxin Li, Dingsheng Luo, Xihong Wu
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