| Business failure prediction using rough sets AI Dimitras, R Slowinski, R Susmaga, C Zopounidis European Journal of operational research 114 (2), 263-280, 1999 | 783 | 1999 |
| 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 | 240 | 1998 |
| Confusion matrix visualization R Susmaga Intelligent Information Processing and Web Mining: Proceedings of the …, 2004 | 140 | 2004 |
| Analyzing discretizations of continuous attributes given a monotonic discrimination function R Susmaga Intelligent data analysis 1 (1-4), 157-179, 1997 | 102 | 1997 |
| Generation of exhaustive set of rules within dominance-based rough set approach K Dembczyński, R Pindur, R Susmaga Electronic Notes in Theoretical Computer Science 82 (4), 96-107, 2003 | 72 | 2003 |
| Generation of reducts and rules in multi-attribute and multi-criteria classification R Susmaga, R Słowiński, S Greco, B Matarazzo Control and Cybernetics 29 (4), 969-988, 2000 | 70 | 2000 |
| On the dynamics of classification measures for imbalanced and streaming data D Brzezinski, J Stefanowski, R Susmaga, I Szczech IEEE transactions on neural networks and learning systems 31 (8), 2868-2878, 2019 | 59 | 2019 |
| Reducts and constructs in classic and dominance-based rough sets approach R Susmaga Information sciences 271, 45-64, 2014 | 53 | 2014 |
| Visual-based analysis of classification measures and their properties for class imbalanced problems D Brzezinski, J Stefanowski, R Susmaga, I Szczȩch Information Sciences 462, 242-261, 2018 | 52 | 2018 |
| Dominance-based rough set classifier without induction of decision rules K Dembczyński, R Pindur, R Susmaga Electronic Notes in Theoretical Computer Science 82 (4), 84-95, 2003 | 52 | 2003 |
| Experiments in incremental computation of reducts R Susmaga Methodology and applications, 1998 | 47 | 1998 |
| Reducts and constructs in attribute reduction R Susmaga Fundamenta Informaticae 61 (2), 159-181, 2004 | 31 | 2004 |
| Rough set predictor of business failure R Slowinski, C Zopounidis, AI Dimitras, R Susmaga Soft Computing in Financial Engineering, 402-424, 1999 | 29 | 1999 |
| Generation of rough sets reducts and constructs based on inter-class and intra-class information R Susmaga, R Słowiński Fuzzy Sets and Systems 274, 124-142, 2015 | 27 | 2015 |
| Rule-based estimation of attribute relevance J Błaszczyński, R Słowiński, R Susmaga Rough Sets and Knowledge Technology: 6th International Conference, RSKT 2011 …, 2011 | 27 | 2011 |
| Rough set approach to the evaluation of stormwater pollution L Rossi, R Slowinski, R Susmaga International Journal of Environment and Pollution 12 (2-3), 232-250, 1999 | 25 | 1999 |
| Rough Family±software implementation of rough set based data analysis and rule discovery techniques R Mienko, R Slowinski, J Stefanowski, R Susmaga Proceedings of the Fourth International Workshop on Rough Sets, Fuzzy Sets …, 1996 | 25 | 1996 |
| Identifying regularities in stock portfolio tilting R Susmaga, W Michalowski, R Slowinski IR-97-066, 1997 | 23 | 1997 |
| Use of rough sets analysis to classify siberian forest ecosystems according to net primary production of phytomass M Flinkman, W Michalowski, S Nilsson, R Slowinski, R Susmaga, S Wilk INFOR: Information Systems and Operational Research 38 (3), 145-160, 2000 | 22 | 2000 |
| Computation of minimal cost reducts R Susmaga International Symposium on Methodologies for Intelligent Systems, 448-456, 1999 | 22 | 1999 |
