William DuMouchel - researchr alias

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Viewing Publication 1 - 17 from 17

2017

Extracting Positive Mentions of Adverse Drug Reactions from Product Labels using a Machine Learning Centric ApproachRave Harpaz, William DuMouchel. tac 2017: [doi]

Toward multimodal signal detection of adverse drug reactionsRave Harpaz, William DuMouchel, Martijn J. Schuemie, Olivier Bodenreider, Carol Friedman, Eric Horvitz, Anna Ripple, Alfred Sorbello, Ryen W. White, Rainer Winnenburg, Nigam H. Shah. jbi, 76:41-49, 2017. [doi]

2016

Early identification of adverse drug reactions from search log dataRyen W. White, Sheng Wang, Apurv Pant, Rave Harpaz, Pushpraj Shukla, Walter Sun, William DuMouchel, Eric Horvitz. jbi, 59:42-48, 2016. [doi]

2013

Empirical bayes model to combine signals of adverse drug reactionsRave Harpaz, William DuMouchel, Paea LePendu, Nigam H. Shah. kdd 2013: 1339-1347 [doi]

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactionsRave Harpaz, Santiago Vilar, William DuMouchel, Hojjat Salmasian, Krystl Haerian, Nigam H. Shah, Herbert S. Chase, Carol Friedman. jamia, 20(3):413-419, 2013. [doi]

2003

Applications of sampling and fractional factorial designs to model-free data squashingWilliam DuMouchel, Deepak K. Agarwal. kdd 2003: 511-516 [doi]

Empirical Bayesian data mining for discovering patterns in post-marketing drug safetyDavid M. Fram, June S. Almenoff, William DuMouchel. kdd 2003: 359-368 [doi]

2002

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

2001

Empirical bayes screening for multi-item associationsWilliam DuMouchel, Daryl Pregibon. kdd 2001: 67-76 [doi]

1999

Squashing Flat Files FlatterWilliam DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon. kdd 1999: 6-15 [doi]

1998

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

1997

The New Jersey Data Reduction ReportDaniel 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. DEBU, 20(4):3-45, 1997. [doi]

1996

Research Paper: A Meta-analysis of 16 Randomized Controlled Trials to Evaluate Computer-Based Clinical Reminder Systems for Preventive Care in the Ambulatory SettingSteven Shea, William DuMouchel, Lisa Bahamonde. jamia, 3(6):399-409, 1996. [doi]

1995

1990

The structure, design principle, and strategies of MulregWilliam DuMouchel. AMAI, 2:117-134, 1990.

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