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    SDM
    2008
    SIAM
    133views Data Mining» more  SDM 2008»
    Semantic Smoothing for Bayesian Text Classification with Small Training Data
    14 years 11 months ago
    Semantic Smoothing for Bayesian Text Classification with Small Training Data
    Download  www.cis.drexel.edu
    Bayesian text classifiers face a common issue which is referred to as data sparsity problem, especially when the size of training data is very small. The frequently used Laplacian...
    Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu
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    NIPS
    2000
    91views Information Technology» more  NIPS 2000»
    High-temperature Expansions for Learning Models of Nonnegative Data
    14 years 11 months ago
    High-temperature Expansions for Learning Models of Nonnegative Data
    Download  www.analyticalinsights.com
    Recent work has exploited boundedness of data in the unsupervised learning of new types of generative model. For nonnegative data it was recently shown that the maximum-entropy ge...
    Oliver B. Downs
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    COLING
    1996
    160views Computational Linguistics» more  COLING 1996»
    The Automatic Extraction of Open Compounds from Text Corpora
    14 years 11 months ago
    The Automatic Extraction of Open Compounds from Text Corpora
    Download  acl.ldc.upenn.edu
    This paper describes a new method for extracting open compounds (uninterrupted sequences of words) from text corpora of languages, such as Thai, Japanese and Korea that exhibit un...
    Virach Sornlertlamvanich, Hozumi Tanaka
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    UAI
    1996
    168views Artificial Intelligence» more  UAI 1996»
    Bayesian Learning of Loglinear Models for Neural Connectivity
    14 years 11 months ago
    Bayesian Learning of Loglinear Models for Neural Connectivity
    Download  www.mpib-berlin.mpg.de
    This paper presents a Bayesian approach to learning the connectivity structure of a group of neurons from data on configuration frequencies. A major objective of the research is t...
    Kathryn B. Laskey, Laura Martignon
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    BMCBI
    2006
    181views more  BMCBI 2006»
    Array2BIO: from microarray expression data to functional annotation of co-regulated genes
    14 years 10 months ago
    Array2BIO: from microarray expression data to functional annotation of co-regulated genes
    Download  www.biomedcentral.com
    Background: There are several isolated tools for partial analysis of microarray expression data. To provide an integrative, easy-to-use and automated toolkit for the analysis of A...
    Gabriela G. Loots, Patrick S. G. Chain, Shalini Ma...
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