| A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines D Ślęzak, M Grzegorowski, A Janusz, M Kozielski, SH Nguyen, M Sikora, ... Information Sciences 451, 112-133, 2018 | 74 | 2018 |
| Decision bireducts and decision reducts–a comparison S Stawicki, D Ślęzak, A Janusz, S Widz International Journal of Approximate Reasoning 84, 75-109, 2017 | 66 | 2017 |
| Applications of approximate reducts to the feature selection problem A Janusz, S Stawicki International Conference on Rough Sets and Knowledge Technology, 45-50, 2011 | 33 | 2011 |
| Recent advances in decision bireducts: Complexity, heuristics and streams S Stawicki, D Ślęzak International Conference on Rough Sets and Knowledge Technology, 200-212, 2013 | 30 | 2013 |
| Mining data from coal mines: IJCRS’15 data challenge A Janusz, M Sikora, Ł Wróbel, S Stawicki, M Grzegorowski, P Wojtas, ... Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th …, 2015 | 29 | 2015 |
| TunedIT. org: System for automated evaluation of algorithms in repeatable experiments M Wojnarski, S Stawicki, P Wojnarowski International Conference on Rough Sets and Current Trends in Computing, 20-29, 2010 | 28 | 2010 |
| Decision bireducts and approximate decision reducts: Comparison of two approaches to attribute subset ensemble construction S Stawicki, S Widz 2012 Federated Conference on Computer Science and Information Systems …, 2012 | 21 | 2012 |
| How to match jobs and candidates-a recruitment support system based on feature engineering and advanced analytics A Janusz, S Stawicki, M Drewniak, K Ciebiera, D Ślęzak, K Stencel Information Processing and Management of Uncertainty in Knowledge-Based …, 2018 | 17 | 2018 |
| Window-based feature extraction framework for multi-sensor data: A posture recognition case study M Grzegorowski, S Stawicki 2015 Federated Conference on Computer Science and Information Systems …, 2015 | 17 | 2015 |
| Key risk factors for polish state fire service: A data mining competition at knowledge pit A Janusz, A Krasuski, S Stawicki, M Rosiak, D Ślęzak, HS Nguyen 2014 Federated Conference on Computer Science and Information Systems, 345-354, 2014 | 17 | 2014 |
| SQL-based heuristics for selected KDD tasks over large data sets M Kowalski, S Stawicki 2012 Federated Conference on Computer Science and Information Systems …, 2012 | 17 | 2012 |
| JRS’2012 data mining competition: Topical classification of biomedical research papers A Janusz, HS Nguyen, D Ślęzak, S Stawicki, A Krasuski International Conference on Rough Sets and Current Trends in Computing, 422-431, 2012 | 17 | 2012 |
| Rough set tools for practical data exploration A Janusz, S Stawicki, M Szczuka, D Ślęzak International Conference on Rough Sets and Knowledge Technology, 77-86, 2015 | 14 | 2015 |
| Knowledge Pit-A Data Challenge Platform. A Janusz, D Slezak, S Stawicki, M Rosiak CS&P, 191-195, 2015 | 14 | 2015 |
| Window-based feature engineering for prediction of methane threats in coal mines M Grzegorowski, S Stawicki Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th …, 2015 | 13 | 2015 |
| SENSEI: an intelligent advisory system for the esport community and casual players A Janusz, D Slezak, S Stawicki, K Stencel 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 754-757, 2018 | 12 | 2018 |
| RoughSets: data analysis using rough set and fuzzy rough set theories SL Riza, A Janusz, D Ślęzak, C Cornelis, F Herrera, JM Benitez, ... R package version 1.3, 2015 | 11 | 2015 |
| The problem of finding the simplest classifier ensemble is np-hard–a rough-set-inspired formulation based on decision bireducts D Ślęzak, S Stawicki International Joint Conference on Rough Sets, 204-212, 2020 | 9 | 2020 |
| A practical study of methods for deriving insightful attribute importance rankings using decision bireducts A Janusz, D Ślęzak, S Stawicki, K Stencel Information Sciences 645, 119354, 2023 | 8 | 2023 |
| A metadata diagnostic framework for a new approximate query engine working with granulated data summaries A Chądzyńska-Krasowska, S Stawicki, D Ślęzak International Joint Conference on Rough Sets, 623-643, 2017 | 7 | 2017 |
