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Szymon Wilk
Szymon Wilk
Assistant Professor, Institute of Computing Science, Poznan University of Technology
Zweryfikowany adres z cs.put.poznan.pl
Tytuł
Cytowane przez
Cytowane przez
Rok
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
2422010
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
2241998
Selective pre-processing of imbalanced data for improving classification performance
J Stefanowski, S Wilk
Data Warehousing and Knowledge Discovery. 10th International Conference …, 2008
2182008
Rough set based data exploration using ROSE system
B Prędki, S Wilk
Foundations of Intelligent Systems. 11th International Symposium, ISMIS’99 …, 1999
1891999
Mobile clinical support system for pediatric emergencies
W Michalowski, S Rubin, R Slowinski, S Wilk
Decision Support Systems 36 (2), 161-176, 2003
952003
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
772010
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
752013
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
712005
A comparison of two approaches to data mining from imbalanced data
JW Grzymala-Busse, J Stefanowski, S Wilk
Journal of Intelligent Manufacturing 16 (6), 565-573, 2005
662005
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
532017
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
512009
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
482001
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
472005
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
462013
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
462010
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
452012
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
402012
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
392007
A task-based support architecture for developing point-of-care clinical decision support systems for the emergency department
S Wilk, W Michalowski, D O’Sullivan, K Farion, J Sayyad-Shirabad, ...
Methods of Information in Medicine 52 (1), 18-32, 2013
372013
A comparison of two approaches to data mining from imbalanced data
JW Grzymala-Busse, J Stefanowski, S Wilk
Knowledge-Based Intelligent Information and Engineering Systems: 8th …, 2004
322004
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