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    DSS
    2007
    127views more  DSS 2007»
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    14 years 11 months ago
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    Download  www.ischool.drexel.edu
    We present two algorithms for learning large-scale gene regulatory networks from microarray data: a modified informationtheory-based Bayesian network algorithm and a modified asso...
    Zan Huang, Jiexun Li, Hua Su, George S. Watts, Hsi...
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    PR
    2006
    116views more  PR 2006»
    Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data
    14 years 11 months ago
    Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data
    Download  www.disi.unige.it
    Clustering algorithms are routinely used in biomedical disciplines, and are a basic tool in bioinformatics. Depending on the task at hand, there are two most popular options, the ...
    Stefano Rovetta, Francesco Masulli
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    WSDM
    2012
    ACM
    325views Data Mining» more  WSDM 2012»
    Coupled temporal scoping of relational facts
    13 years 6 months ago
    Coupled temporal scoping of relational facts
    Download  rtw.ml.cmu.edu
    Recent research has made significant advances in automatically constructing knowledge bases by extracting relational facts (e.g., Bill Clinton-presidentOf-US) from large text cor...
    Partha Pratim Talukdar, Derry Tanti Wijaya, Tom Mi...
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    KDD
    2012
    ACM
    271views Data Mining» more  KDD 2012»
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    13 years 1 months ago
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    Download  www.cs.cmu.edu
    Many data are modeled as tensors, or multi dimensional arrays. Examples include the predicates (subject, verb, object) in knowledge bases, hyperlinks and anchor texts in the Web g...
    U. Kang, Evangelos E. Papalexakis, Abhay Harpale, ...
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    NIPS
    2008
    161views Information Technology» more  NIPS 2008»
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    15 years 14 days ago
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    Download  www.dbs.informatik.uni-muenchen.de
    Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
    Shenghuo Zhu, Kai Yu, Yihong Gong
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