Properties of rule interestingness measures and alternative approaches to normalization of measures S Greco, R Słowinski, I Szczech Information Sciences 216, 1-16, 2012 | 79 | 2012 |
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 | 64 | 2019 |
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 |
Mining pareto-optimal rules with respect to support and confirmation or support and anti-support I Brzezinska, S Greco, R Slowinski Engineering Applications of Artificial Intelligence 20 (5), 587-600, 2007 | 48 | 2007 |
Measures of rule interestingness in various perspectives of confirmation S Greco, R Słowiński, I Szczęch Information Sciences 346, 216-235, 2016 | 30 | 2016 |
Multicriteria attractiveness evaluation of decision and association rules I Szczȩch Transactions on Rough Sets X, 197-274, 2009 | 24 | 2009 |
Can interestingness measures be usefully visualized? R Susmaga, I Szczęch International Journal of Applied Mathematics and Computer Science 25 (2 …, 2015 | 17 | 2015 |
Analysis of symmetry properties for bayesian confirmation measures S Greco, R Słowiński, I Szczęch Rough Sets and Knowledge Technology: 7th International Conference, RSKT 2012 …, 2012 | 16 | 2012 |
Application of Bayesian confirmation measures for mining rules from support-confidence Pareto-optimal set R Slowinski, I Brzezinska, S Greco International Conference on Artificial Intelligence and Soft Computing, 1018 …, 2006 | 16 | 2006 |
MSD-space: Visualizing the inner-workings of TOPSIS aggregations R Susmaga, I Szczȩch, P Zielniewicz, D Brzezinski European Journal of Operational Research 308 (1), 229-242, 2023 | 15 | 2023 |
Finding meaningful Bayesian confirmation measures S Greco, R Słowiński, I Szczęch Fundamenta Informaticae 127 (1-4), 161-176, 2013 | 13 | 2013 |
Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z S Greco, R Słowiński, I Szczȩch Artificial Intelligence and Soft Computing–ICAISC 2008: 9th International …, 2008 | 13 | 2008 |
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings R Susmaga, I Szczęch, D Brzezinski Applied Soft Computing 153, 111279, 2024 | 12 | 2024 |
Mining association rules with respect to support and anti-support-experimental results R Słowiński, I Szczęch, M Urbanowicz, S Greco Rough Sets and Intelligent Systems Paradigms: International Conference …, 2007 | 11 | 2007 |
Analysis of monotonicity properties of some rule interestingness measures S Greco, R Słowiński, I Szczęch Control and Cybernetics 38 (1), 9-25, 2009 | 10 | 2009 |
Visualization support for the analysis of properties of interestingness measures R Susmaga, I Szczęch Bulletin of the Polish Academy of Sciences. Technical Sciences 63 (1), 315-327, 2015 | 9 | 2015 |
Increasing the interpretability of rules induced from imbalanced data by using Bayesian confirmation measures K Napierała, J Stefanowski, I Szczȩch International Workshop on New Frontiers in Mining Complex Patterns, 84-98, 2016 | 8 | 2016 |
Selected group-theoretic aspects of confirmation measure symmetries R Susmaga, I Szczęch Information Sciences 346, 424-441, 2016 | 7 | 2016 |
Visualization of interestingness measures R Susmaga, I Szczech Proceedings of the 6th Language & Technology Conference: Human Language …, 2013 | 7 | 2013 |
Visual-based detection of properties of confirmation measures R Susmaga, I Szczęch Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014 …, 2014 | 6 | 2014 |