| 2019 | AIME | Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach. | Ewelina Gowin, Jerzy Blaszczynski, Roman Slowinski, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska |
| 2017 | ISMIS | Actively Balanced Bagging for Imbalanced Data. | Jerzy Blaszczynski, Jerzy Stefanowski |
| 2016 | ICAISC | Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. | Jerzy Blaszczynski, Mateusz Lango |
| 2012 | IPMU | On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints. | Jerzy Blaszczynski, Weibin Deng, Feng Hu, Roman Slowinski, Marcin Szelag, Guoyin Wang |
| 2010 | IPMU | Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints. | Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag |
| 2009 | ISMIS | Ensembles of Abstaining Classifiers Based on Rule Sets. | Jerzy Blaszczynski, Jerzy Stefanowski, Magdalena Zajac |
| 2006 | DaWaK | Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. | Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski |
| 2006 | ICAISC | Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach. | Jerzy Blaszczynski, Krzysztof Dembczynski, Roman Slowinski |
| 2005 | AIME | Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. | Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss |