William DuMouchel

According to our database, William DuMouchel authored at least 17 papers between 1990 and 2017.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2017

Toward multimodal signal detection of adverse drug reactions.

Rave Harpaz, William DuMouchel, Martijn J. Schuemie, Olivier Bodenreider, Carol Friedman, Eric Horvitz, Anna Ripple, Alfred Sorbello, Ryen W. White, Rainer Winnenburg, Nigam H. Shah

J. Biomed. Informatics, 2017

Extracting Positive Mentions of Adverse Drug Reactions from Product Labels using a Machine Learning Centric Approach.

Rave Harpaz, William DuMouchel

Proceedings of the 2017 Text Analysis Conference, 2017

2016

Early identification of adverse drug reactions from search log data.

Ryen W. White, Sheng Wang, Apurv Pant, Rave Harpaz, Pushpraj Shukla, Walter Sun, William DuMouchel, Eric Horvitz

J. Biomed. Informatics, 2016

2013

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions.

Rave Harpaz, Santiago Vilar, William DuMouchel, Hojjat Salmasian, Krystl Haerian, Nigam H. Shah, Herbert S. Chase, Carol Friedman

J. Am. Medical Informatics Assoc., 2013

Empirical bayes model to combine signals of adverse drug reactions.

Rave Harpaz, William DuMouchel, Paea LePendu, Nigam H. Shah

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2003

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

David M. Fram, June S. Almenoff, William DuMouchel

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

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

William DuMouchel, Deepak K. Agarwal

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002

Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction.

David Madigan, Nandini Raghavan, William DuMouchel, Martha Nason, Christian Posse, Greg Ridgeway

Data Min. Knowl. Discov., 2002

2001

Empirical bayes screening for multi-item associations.

William DuMouchel, Daryl Pregibon

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

1999

Squashing Flat Files Flatter.

William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998

A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities.

William DuMouchel, Matthias Schonlau

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997

The New Jersey Data Reduction Report.

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

IEEE Data Eng. Bull., 1997

1996

Research Paper: A Meta-analysis of 16 Randomized Controlled Trials to Evaluate Computer-Based Clinical Reminder Systems for Preventive Care in the Ambulatory Setting.

Steven Shea, William DuMouchel, Lisa Bahamonde

J. Am. Medical Informatics Assoc., 1996

1995

Natural language processing in an operational clinical information system.

Carol Friedman, George Hripcsak, William DuMouchel, Stephen B. Johnson, Paul D. Clayton

Nat. Lang. Eng., 1995

Research Paper: Computer-generated Informational Messages Directed to Physicians: Effect on Length of Hospital Stay.

Steven Shea, Robert V. Sideli, William DuMouchel, Gerald Pulver, Raymond R. Arons, Paul D. Clayton

J. Am. Medical Informatics Assoc., 1995

Two Applications of Statistical Modelling to Natural Language Processing.

William DuMouchel, Carol Friedman, George Hripcsak, Stephen B. Johnson, Paul D. Clayton

Proceedings of the Learning from Data, 1995

1990

The structure, design principle, and strategies of Mulreg.

William DuMouchel

Ann. Math. Artif. Intell., 1990