| Extensions of dynamic programming for combinatorial optimization and data mining H AbouEisha, T Amin, I Chikalov, S Hussain, M Moshkov Springer, 2019 | 71 | 2019 |
| 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 | 48 | 2011 |
| 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, 614-634, 2013 | 25 | 2013 |
| Entropy-based greedy algorithm for decision trees using hypotheses M Azad, I Chikalov, S Hussain, M Moshkov Entropy 23 (7), 808, 2021 | 22 | 2021 |
| Extensions of dynamic programming as a new tool for decision tree optimization A Alkhalid, I Chikalov, S Hussain, M Moshkov Emerging Paradigms in Machine Learning, 11-29, 2013 | 20 | 2013 |
| Bi-criteria optimization of decision trees with applications to data analysis I Chikalov, S Hussain, M Moshkov European Journal of Operational Research 266 (2), 689-701, 2018 | 19 | 2018 |
| Sequential optimization of matrix chain multiplication relative to different cost functions I Chikalov, S Hussain, M Moshkov SOFSEM 2011: Theory and Practice of Computer Science: 37th Conference on …, 2011 | 17 | 2011 |
| A dichotomy for upper domination in monogenic classes H AbouEisha, S Hussain, V Lozin, J Monnot, B Ries International Conference on Combinatorial Optimization and Applications, 258-267, 2014 | 16 | 2014 |
| Totally optimal decision trees for Boolean functions I Chikalov, S Hussain, M Moshkov Discrete Applied Mathematics 215, 1-13, 2016 | 15 | 2016 |
| Relationships Among Various Parameters for Decision Tree Optimization S Hussain Innovations in Intelligent Machines-4 - Recent Advances in Knowledge …, 2014 | 15 | 2014 |
| Relationships between depth and number of misclassifications for decision trees I Chikalov, S Hussain, M Moshkov International Workshop on Rough Sets, Fuzzy Sets, Data Mining, and Granular …, 2011 | 15 | 2011 |
| Multi-pruning of decision trees for knowledge representation and classification M Azad, I Chikalov, S Hussain, M Moshkov 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR), 604-608, 2015 | 14 | 2015 |
| Optimization of decision trees with hypotheses for knowledge representation M Azad, I Chikalov, S Hussain, M Moshkov Electronics 10 (13), 1580, 2021 | 13 | 2021 |
| Upper domination: Towards a dichotomy through boundary properties H AbouEisha, S Hussain, V Lozin, J Monnot, B Ries, V Zamaraev Algorithmica 80, 2799-2817, 2018 | 13 | 2018 |
| Sequential optimization of binary search trees for multiple cost functions M Alnafie, I Chikalov, S Hussain, M Moshkov Proceedings of the Seventeenth Computing on The Australasian Theory …, 2011 | 13 | 2011 |
| Decision rules derived from optimal decision trees with hypotheses M Azad, I Chikalov, S Hussain, M Moshkov, B Zielosko Entropy 23 (12), 1641, 2021 | 11 | 2021 |
| Minimizing number of nodes in decision trees with hypotheses M Azad, I Chikalov, S Hussain, M Moshkov Procedia Computer Science 192, 232-240, 2021 | 11 | 2021 |
| Minimizing depth of decision trees with hypotheses M Azad, I Chikalov, S Hussain, M Moshkov Rough Sets: International Joint Conference, IJCRS 2021, Bratislava, Slovakia …, 2021 | 11 | 2021 |
| A boundary property for upper domination H AbouEisha, S Hussain, V Lozin, J Monnot, B Ries, V Zamaraev International Workshop on Combinatorial Algorithms, 229-240, 2016 | 10 | 2016 |
| Relationships between average depth and number of nodes for decision trees I Chikalov, S Hussain, M Moshkov Knowledge Engineering and Management: Proceedings of the Seventh …, 2014 | 9 | 2014 |
Igor ChikalovResearch Scientist, IntelZweryfikowany adres z intel.com
