Partial covers, reducts and decision rules in rough sets: theory and applications MJ Moshkov, M Piliszczuk, B Zielosko Springer Science & Business Media, 2009 | 91 | 2009 |
Combinatorial machine learning: a rough set approach M Moshkov, B Zielosko Springer, 2011 | 86 | 2011 |
Three approaches to data analysis: test theory, rough sets and logical analysis of data I Chikalov, V Lozin, I Lozina, M Moshkov, HS Nguyen, A Skowron, ... Springer Science & Business Media, 2012 | 75 | 2012 |
Advances in feature selection for data and pattern recognition U Stańczyk, B Zielosko, LC Jain Springer International Publishing, 2018 | 52* | 2018 |
Combinatorial machine learning M Moshkov, B Zielosko Studies in Computational Intelligence 360, 2011 | 49 | 2011 |
Dagger: A tool for analysis and optimization of decision trees and rules A Alkhalid, T Amin, I Chikalov, S Hussain, M Moshkov, B Zielosko Computational informatics, social factors and new information technologies …, 2011 | 47 | 2011 |
Dynamic programming approach to optimization of approximate decision rules T Amin, I Chikalov, M Moshkov, B Zielosko Information Sciences 221, 403-418, 2013 | 35 | 2013 |
Logical analysis of data: theory, methodology and applications I Chikalov, V Lozin, I Lozina, M Moshkov, HS Nguyen, A Skowron, ... Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical …, 2013 | 34 | 2013 |
Partial covers, reducts and decision rules MJ Moshkov, M Piliszczuk, B Zielosko, MJ Moshkov, M Piliszczuk, ... Partial Covers, Reducts and Decision Rules in Rough Sets: Theory and …, 2008 | 33 | 2008 |
On construction of partial reducts and irreducible partial decision rules MJ Moshkov, M Piliszczuk, B Zielosko Fundamenta Informaticae 75 (1-4), 357-374, 2007 | 30 | 2007 |
Dynamic programming approach for exact decision rule optimization T Amin, I Chikalov, M Moshkov, B Zielosko Rough Sets and Intelligent Systems-Professor Zdzisław Pawlak in Memoriam …, 2013 | 26 | 2013 |
Optimization and analysis of decision trees and rules: dynamic programming approach A Alkhalid, T Amin, I Chikalov, S Hussain, M Moshkov, B Zielosko International Journal of General Systems 42 (6), 614-634, 2013 | 24 | 2013 |
On partial covers, reducts and decision rules with weights MJ Moshkov, M Piliszczuk, B Zielosko Transactions on Rough Sets VI: Commemorating the Life and Work of Zdzisław …, 2007 | 24 | 2007 |
Heuristic-based feature selection for rough set approach U Stańczyk, B Zielosko International Journal of Approximate Reasoning 125, 187-202, 2020 | 22 | 2020 |
Comparison of heuristics for optimization of association rules F Alsolami, T Amin, M Moshkov, B Zielosko, K Żabiński Fundamenta Informaticae 166 (1), 1-14, 2019 | 19 | 2019 |
Application of greedy heuristics for feature characterisation and selection: A case study in stylometric domain U Stańczyk, B Zielosko, K Żabiński Rough Sets: International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam …, 2018 | 19 | 2018 |
Dynamic programming approach for partial decision rule optimization T Amin, I Chikalov, M Moshkov, B Zielosko Fundamenta Informaticae 119 (3-4), 233-248, 2012 | 18 | 2012 |
Greedy algorithm for construction of partial association rules MJ Moshkov, M Piliszczuk, B Zielosko Fundamenta Informaticae 92 (3), 259-277, 2009 | 18 | 2009 |
Greedy algorithm for attribute reduction B Zielosko, M Piliszczuk Fundamenta Informaticae 85 (1-4), 549-561, 2008 | 18 | 2008 |
Decision rules construction: Algorithm based on EAV model K Żabiński, B Zielosko Entropy 23 (1), 14, 2020 | 16 | 2020 |