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William DuMouchel

Papers on DiSC'04


Applications of sampling and fractional factorial designs to model-free data squashing

Empirical Bayesian data mining for discovering patterns in post-marketing drug safety

Publications


Note: Links lead to the DBLP on the Web.

William DuMouchel

David M. Fram , June S. Almenoff , William DuMouchel: Empirical Bayesian data mining for discovering patterns in post-marketing drug safety. KDD 2003 : 359-368

William DuMouchel, Deepak K. Agarwal : Applications of sampling and fractional factorial designs to model-free data squashing. KDD 2003 : 511-516

David Madigan , Nandini Raghavan , William DuMouchel, Martha Nason , Christian Posse , Greg Ridgeway : Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction. Data Min. Knowl. Discov. 6 (2): 173-190 (2002)

William DuMouchel, Daryl Pregibon : Empirical bayes screening for multi-item associations. KDD 2001 : 67-76

William DuMouchel, Chris Volinsky , Theodore Johnson , Corinna Cortes , Daryl Pregibon : Squashing Flat Files Flatter. KDD 1999 : 6-15

William DuMouchel, Matthias Schonlau : A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities. KDD 1998 : 189-193

Daniel Barbará , William DuMouchel, Christos Faloutsos , Peter J. Haas , Joseph M. Hellerstein , Yannis E. Ioannidis , H. V. Jagadish , Theodore Johnson , Raymond T. Ng , Viswanath Poosala , Kenneth A. Ross , Kenneth C. Sevcik : The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20 (4): 3-45 (1997)

William DuMouchel: The structure, design principle, and strategies of Mulreg. Ann. Math. Artif. Intell. 2 : 117-134 (1990)

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