Jaap Suermondt

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George FormanAmazon. (was HP Labs)Verified email at amazon.com
Gregory CooperProfessor of Biomedical Informatics, University of PittsburghVerified email at pitt.edu
Kave EshghiFacebookVerified email at fb.com
Ingo BeinlichVerified email at cidar.com
Mark HopkinsAssistant Professor of Computer Science, Williams CollegeVerified email at williams.edu
Sharad SinghalHewlett Packard EnterpriseVerified email at hpe.com
Nina MishraPrincipal Scientist, AmazonVerified email at amazon.com
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Mark LillibridgeFacebookVerified email at cs.cmu.edu
Eric HorvitzMicrosoftVerified email at microsoft.com
Enis KayisOzyegin UniversityVerified email at ozyegin.edu.tr
paul sharekEmeritus Professor of Pediatrics, Stanford University; Professor of Pediatrics, Univ of WashingtonVerified email at seattlechildrens.org
Christopher A. LonghurstUC San DiegoVerified email at ucsd.edu
Paul C. TangStanford UniversityVerified email at stanford.edu
Rajan LukoseVerified email at stanfordalumni.org
Jerry ShanStanford University, HuaweiVerified email at huawei.com
David N. CornfieldBass Professor of Pulmonary Medicine, Professor Pediatrics and (by courtesy) Surgery, StanfordVerified email at stanford.edu
Natalie PagelerAssistant Professor, Pediatric Critical Care Medicine; Medical Director of Clinical InformaticsVerified email at stanford.edu
john wilkesGoogleVerified email at e-wilkes.com
Jeff MogulGoogleVerified email at acm.org

Jaap Suermondt

Plug & Play Tech Ctr; Stanford University

Verified email at stanford.edu - Homepage

Innovation Entrepreneurship Data Science Clinical Informatics Population Health


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The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks IA Beinlich, HJ Suermondt, RM Chavez, GF Cooper AIME 89: Second European Conference on Artificial Intelligence in Medicine …, 1989	1169	1989
Retraining a machine-learning classifier using re-labeled training samples G Forman, HJ Suermondt US Patent 7,792,353, 2010	260	2010
Bounded conditioning: Flexible inference for decisions under scarce resources EJ Horvitz, J Suermondt, GF Cooper arXiv preprint arXiv:1304.1512, 2013	195	2013
Consumer product status monitoring E Kirshenbaum, HJ Suermondt, K Eshghi US Patent 7,212,955, 2007	181	2007
Toward normative expert systems: part ii probability-based representations for efficient knowledge acquisition and inference ED Heckerman, NB Nathwani Methods of Information in medicine 31 (02), 106-116, 1992	166	1992
Automatic gathering and analysis of data on commute paths ER Kirshenbaum, K Eshghi, HJ Suemondt US Patent 6,584,401, 2003	161	2003
Customer-side market segmentation ER Kirshenbaum, HJ Suermondt US Patent 7,353,184, 2008	157	2008
Explanation in Bayesian belief networks HJ Suermondt Stanford University, 1992	136	1992
Method and system for clustering computers into peer groups and comparing individual computers to their peers TM Goin, RB Campbell, JR Stinger, TE Fawcett, DW Steele, N Mishra, ... US Patent 7,203,864, 2007	122	2007
Use of electronic medical record–enhanced checklist and electronic dashboard to decrease CLABSIs NM Pageler, CA Longhurst, M Wood, DN Cornfield, J Suermondt, ... Pediatrics 133 (3), e738-e746, 2014	104	2014
Probabilistic inference in multiply connected belief networks using loop cutsets HJ Suermondt, GF Cooper International Journal of Approximate Reasoning 4 (4), 283-306, 1990	100	1990
Hierarchical categorization method and system with automatic local selection of classifiers GH Forman, HJ Suermondt US Patent 7,349,917, 2008	99	2008
Effecting action to address an issue associated with a category based on information that enables ranking of categories ER Kirshenbaum, HJ Suermondt, GH Forman, TM Tripp US Patent 7,593,904, 2009	97	2009
Method for a topic hierarchy classification system HJ Suermondt, GH Forman US Patent 6,947,936, 2005	84	2005
Providing an index for a data store ER Kirshenbaum, HJ Suermondt, MD Lillibridge US Patent 7,725,437, 2010	80	2010
Tool for visualizing data patterns of a hierarchical classification structure H Suermondt, G Forman US Patent App. 10/096,452, 2003	77	2003
Spambase data set M Hopkins, E Reeber, G Forman, J Suermondt Hewlett-Packard Labs 1 (7), 1999	77	1999
An evaluation of explanations of probabilistic inference HJ Suermondt, GF Cooper Computers and Biomedical Research 26 (3), 242-254, 1993	75	1993
A randomized controlled trial of a computer-based physician workstation in an outpatient setting: implementation barriers to outcome evaluation BL Rotman, AN Sullivan, TW McDonald, BW Brown, P DeSmedt, ... Journal of the American Medical Informatics Association 3 (5), 340-348, 1996	72	1996
Standardized problem list generation, utilizing the Mayo canonical vocabulary embedded within the Unified Medical Language System. PL Elkin, DN Mohr, MS Tuttle, WG Cole, GE Atkin, K Keck, TB Fisk, ... Proceedings of the AMIA Annual Fall Symposium, 500, 1997	71	1997

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