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    ICML
    2005
    IEEE
    121views Machine Learning» more  ICML 2005»
    Combining model-based and instance-based learning for first order regression
    14 years 7 months ago
    Combining model-based and instance-based learning for first order regression
    Download  www.cs.kuleuven.ac.be
    T ORDER REGRESSION (EXTENDED ABSTRACT) Kurt Driessensa Saso Dzeroskib a Department of Computer Science, University of Waikato, Hamilton, New Zealand (kurtd@waikato.ac.nz) b Departm...
    Kurt Driessens, Saso Dzeroski
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    PKDD
    2010
    Springer
    154views Data Mining» more  PKDD 2010»
    Topic Models Conditioned on Relations
    13 years 4 months ago
    Topic Models Conditioned on Relations
    Download  www-kd.iai.uni-bonn.de
    Latent Dirichlet allocation is a fully generative statistical language model that has been proven to be successful in capturing both the content and the topics of a corpus of docum...
    Mirwaes Wahabzada, Zhao Xu, Kristian Kersting
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    PR
    2007
    107views more  PR 2007»
    Newtonian clustering: An approach based on molecular dynamics and global optimization
    13 years 5 months ago
    Newtonian clustering: An approach based on molecular dynamics and global optimization
    Download  www.cs.uoi.gr
    Given a data set, a dynamical procedure is applied to the data points in order to shrink and separate, possibly overlapping clusters. Namely, Newton’s equations of motion are em...
    Konstantinos Blekas, Isaac E. Lagaris
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    PROMISE
    2010
    179views Software Engineering» more  PROMISE 2010»
    Prediction of defect distribution based on project characteristics for proactive project management
    13 years 1 months ago
    Prediction of defect distribution based on project characteristics for proactive project management
    Download  promisedata.org
    As software has been pervasive and various software projects have been executed since the 1970s, software project management has played a significant role in software industry. Th...
    Youngki Hong, Wondae Kim, Jeongsoo Joo
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    KDD
    2004
    ACM
    179views Data Mining» more  KDD 2004»
    1-dimensional splines as building blocks for improving accuracy of risk outcomes models
    14 years 6 months ago
    1-dimensional splines as building blocks for improving accuracy of risk outcomes models
    Download  www.dataminingsolutions.net
    Transformation of both the response variable and the predictors is commonly used in fitting regression models. However, these transformation methods do not always provide the maxi...
    David S. Vogel, Morgan C. Wang
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