| 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 | 1127 | 1989 |
| Retraining a machine-learning classifier using re-labeled training samples G Forman, HJ Suermondt US Patent 7,792,353, 2010 | 229 | 2010 |
| Bounded conditioning: Flexible inference for decisions under scarce resources EJ Horvitz, J Suermondt, GF Cooper arXiv preprint arXiv:1304.1512, 2013 | 196 | 2013 |
| Bounded conditioning: Flexible inference for decisions under scarce resources EJ Horvitz, J Suermondt, GF Cooper arXiv preprint arXiv:1304.1512, 2013 | 196 | 2013 |
| Consumer product status monitoring E Kirshenbaum, HJ Suermondt, K Eshghi US Patent 7,212,955, 2007 | 169 | 2007 |
| Automatic gathering and analysis of data on commute paths ER Kirshenbaum, K Eshghi, HJ Suemondt US Patent 6,584,401, 2003 | 157 | 2003 |
| Customer-side market segmentation ER Kirshenbaum, HJ Suermondt US Patent 7,353,184, 2008 | 153 | 2008 |
| Explanation in Bayesian belief networks HJ Suermondt Stanford University, 1992 | 130 | 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 | 121 | 2007 |
| Probabilistic inference in multiply connected belief networks using loop cutsets HJ Suermondt, GF Cooper International Journal of Approximate Reasoning 4 (4), 283-306, 1990 | 97 | 1990 |
| Hierarchical categorization method and system with automatic local selection of classifiers GH Forman, HJ Suermondt US Patent 7,349,917, 2008 | 95 | 2008 |
| 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 | 88 | 2014 |
| 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 | 88 | 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 | 79 | 2010 |
| Tool for visualizing data patterns of a hierarchical classification structure H Suermondt, G Forman US Patent App. 10/096,452, 2003 | 75 | 2003 |
| An evaluation of explanations of probabilistic inference HJ Suermondt, GF Cooper Computers and Biomedical Research 26 (3), 242-254, 1993 | 74 | 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 |
| Pragmatic text mining: minimizing human effort to quantify many issues in call logs G Forman, E Kirshenbaum, J Suermondt Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 66 | 2006 |
