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Jennifer Neville

Papers on DiSC'06


Leveraging Relational Autocorrelation with Latent Group Models

Using Relational Knowledge Discovery to Prevent Securities Fraud

Publications


Note: Links lead to the DBLP on the Web.

Jennifer Neville

Jennifer Neville: Structure Learning for Statistical Relational Models. AAAI 2005 : 1656-1657

Jennifer Neville, David Jensen : Leveraging Relational Autocorrelation with Latent Group Models. ICDM 2005 : 322-329

Jennifer Neville, Özgür Simsek , David Jensen , John Komoroske , Kelly Palmer , Henry Goldberg : Using relational knowledge discovery to prevent securities fraud. KDD 2005 : 449-458

Jennifer Neville, David Jensen : Leveraging relational autocorrelation with latent group models. Probabilistic, Logical and Relational Learning 2005

Jennifer Neville, David Jensen : Dependency Networks for Relational Data. ICDM 2004 : 170-177

David Jensen , Jennifer Neville, Brian Gallagher : Why collective inference improves relational classification. KDD 2004 : 593-598

Jennifer Neville, David Jensen , Brian Gallagher : Simple Estimators for Relational Bayesian Classifiers. ICDM 2003 : 609-612

David Jensen , Jennifer Neville, Michael Hay : Avoiding Bias when Aggregating Relational Data with Degree Disparity. ICML 2003 : 274-281

Jennifer Neville, David Jensen , Lisa Friedland , Michael Hay : Learning relational probability trees. KDD 2003 : 625-630

Amy McGovern , Lisa Friedland , Michael Hay , Brian Gallagher , Andrew Fast , Jennifer Neville, David Jensen : Exploiting relational structure to understand publication patterns in high-energy physics. SIGKDD Explorations 5 (2): 165-172 (2003)

David Jensen , Jennifer Neville: Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning. ICML 2002 : 259-266

David Jensen , Jennifer Neville: Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. ILP 2002 : 101-116

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