| Learning from imbalanced data in presence of noisy and borderline examples K Napierała, J Stefanowski, S Wilk Rough Sets and Current Trends in Computing. 7th International Conference …, 2010 | 291 | 2010 |
| Selective pre-processing of imbalanced data for improving classification performance J Stefanowski, S Wilk Data Warehousing and Knowledge Discovery. 10th International Conference …, 2008 | 251 | 2008 |
| ROSE - software implementation of the rough set theory B Predki, R Słowiński, J Stefanowski, R Susmaga, S Wilk Rough Sets and Current Trends in Computing. First International Conference …, 1998 | 241 | 1998 |
| Rough set based data exploration using ROSE system B Prędki, S Wilk Foundations of Intelligent Systems. 11th International Symposium, ISMIS’99 …, 1999 | 196 | 1999 |
| Mobile clinical support system for pediatric emergencies W Michalowski, S Rubin, R Slowinski, S Wilk Decision Support Systems 36 (2), 161-176, 2003 | 99 | 2003 |
| Integrating selective pre-processing of imbalanced data with Ivotes ensemble J Błaszczyński, M Deckert, J Stefanowski, S Wilk Rough Sets and Current Trends in Computing. 7th International Conference …, 2010 | 91 | 2010 |
| Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming S Wilk, W Michalowski, M Michalowski, K Farion, MM Hing, S Mohapatra Journal of Biomedical Informatics 46 (2), 341-353, 2013 | 83 | 2013 |
| On the joint-effect of class imbalance and overlap: a critical review MS Santos, PH Abreu, N Japkowicz, A Fernández, C Soares, S Wilk, ... Artificial Intelligence Review 55 (8), 6207-6275, 2022 | 76 | 2022 |
| Design and development of a mobile system for supporting emergency triage W Michalowski, R Slowinski, S Wilk, KJ Farion, J Pike, S Rubin Methods of Information in Medicine 44 (1), 14-24, 2005 | 73 | 2005 |
| A comparison of two approaches to data mining from imbalanced data JW Grzymala-Busse, J Stefanowski, S Wilk Journal of Intelligent Manufacturing 16, 565-573, 2005 | 69 | 2005 |
| Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines S Wilk, M Michalowski, W Michalowski, D Rosu, M Carrier, ... Journal of Biomedical Informatics 66, 52-71, 2017 | 64 | 2017 |
| Using PICO to align medical evidence with MDs decision making models D O'Sullivan, S Wilk, W Michalowski, K Farion MEDINFO 2013: Proceedings of the 14th World Congress on Medical and Health …, 2012 | 61 | 2012 |
| Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department. KJ Farion, S Wilk, W Michalowski, D O'Sullivan, J Sayyad-Shirabad Applied Clinical Informatics 4 (3), 376-391, 2013 | 59 | 2013 |
| Clinical decision support system for point of care use: ontology driven design and software implementation K Farion, W Michalowski, S Wilk, D O’Sullivan, S Rubin, D Weiss Methods of Information in Medicine 48 (4), 381-390, 2009 | 59 | 2009 |
| Implementing an integrative multi-agent clinical decision support system with open source software JS Shirabad, S Wilk, W Michalowski, K Farion Journal of Medical Systems 36 (1), 123-137, 2012 | 55 | 2012 |
| Supporting triage of children with abdominal pain in the emergency room S Wilk, R Słowiński, W Michałowski, S Greco European Journal of Operational Research 160 (3), 696-709, 2005 | 49 | 2005 |
| Evaluating business credit risk by means of approach‐integrating decision rules and case‐based learning J Stefanowski, S Wilk Intelligent Systems in Accounting, Finance and Management 10 (2), 97-114, 2001 | 49 | 2001 |
| A tree-based decision model to support prediction of the severity of asthma exacerbations in children K Farion, W Michalowski, S Wilk, D O’Sullivan, S Matwin Journal of Medical Systems 34 (4), 551-562, 2010 | 48 | 2010 |
| On educating about medical data management R Haux, P Knaup, F Leiner Methods of information in medicine 46 (01), 74-79, 2007 | 48 | 2007 |
| Improving rule based classifiers induced by MODLEM by selective pre-processing of imbalanced data J Stefanowski, S Wilk Proceddings of the RSKD Workshop at ECML/PKDD, Warsaw, 54-65, 2007 | 46 | 2007 |
