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    » A CHAID Based Performance Prediction Model in Educational Da...
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    SDM
    2004
    SIAM
    144views Data Mining» more  SDM 2004»
    RBA: An Integrated Framework for Regression based on Association Rules
    13 years 9 months ago
    RBA: An Integrated Framework for Regression based on Association Rules
    Download  www-users.cs.umn.edu
    This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
    Aysel Ozgur, Pang-Ning Tan, Vipin Kumar
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    BMCBI
    2006
    131views more  BMCBI 2006»
    Statistical modeling of biomedical corpora: mining the Caenorhabditis Genetic Center Bibliography for genes related to life span
    13 years 8 months ago
    Statistical modeling of biomedical corpora: mining the Caenorhabditis Genetic Center Bibliography for genes related to life span
    Download  www.biomedcentral.com
    Background: The statistical modeling of biomedical corpora could yield integrated, coarse-to-fine views of biological phenomena that complement discoveries made from analysis of m...
    David M. Blei, K. Franks, Michael I. Jordan, I. Sa...
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    SDM
    2009
    SIAM
    394views Data Mining» more  SDM 2009»
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    14 years 5 months ago
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    Download  www.cs.iastate.edu
    Many real-world applications call for learning predictive relationships from multi-modal data. In particular, in multi-media and web applications, given a dataset of images and th...
    Oksana Yakhnenko, Vasant Honavar
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    SIGKDD
    2008
    132views more  SIGKDD 2008»
    Retail sales prediction and item recommendations using customer demographics at store level
    13 years 8 months ago
    Retail sales prediction and item recommendations using customer demographics at store level
    Download  www.sigkdd.org
    This paper outlines a retail sales prediction and product recommendation system that was implemented for a chain of retail stores. The relative importance of consumer demographic ...
    Michael Giering
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    CORR
    2006
    Springer
    76views Education» more  CORR 2006»
    Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
    13 years 8 months ago
    Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
    Download  www.eecs.berkeley.edu
    Consider the problem of joint parameter estimation and prediction in a Markov random field: i.e., the model parameters are estimated on the basis of an initial set of data, and th...
    Martin J. Wainwright
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