Improved adaptive splitting and selection: the hybrid training method of a classifier based on a feature space partitioning K Jackowski, B Krawczyk, M Woźniak International journal of neural systems 24 (03), 1430007, 2014 | 52 | 2014 |
Some remarks on chosen methods of classifier fusion based on weighted voting M Wozniak, K Jackowski International Conference on Hybrid Artificial Intelligence Systems, 541-548, 2009 | 48 | 2009 |
Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas K Jackowski, M Wozniak Pattern Analysis and Applications 12 (4), 415-425, 2009 | 45 | 2009 |
Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers K Jackowski Pattern Analysis and Applications, 1-16, 2013 | 29 | 2013 |
Method of classifier selection using the genetic approach K Jackowski, M Wozniak Expert Systems 27 (2), 114-128, 2010 | 27 | 2010 |
Evolutionary algorithm for decision tree induction D Jankowski, K Jackowski IFIP International Conference on Computer Information Systems and Industrial …, 2015 | 22 | 2015 |
Learning decision trees from data streams with concept drift D Jankowski, K Jackowski, B Cyganek Procedia Computer Science 80, 1682-1691, 2016 | 21 | 2016 |
Cost-sensitive splitting and selection method for medical decision support system K Jackowski, B Krawczyk, M Woźniak International Conference on Intelligent Data Engineering and Automated …, 2012 | 16 | 2012 |
Dimensionality reduction, and function approximation of poly (lactic-co-glycolic acid) micro-and nanoparticle dissolution rate VK Ojha, K Jackowski, A Abraham, V Snášel International journal of nanomedicine 10, 1119, 2015 | 11 | 2015 |
Electronic health record: A review M Grana, K Jackwoski 2015 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2015 | 9 | 2015 |
New diversity measure for data stream classification ensembles K Jackowski Engineering Applications of Artificial Intelligence 74, 23–34, 2018 | 8 | 2018 |
Migraine diagnosis support system based on classifier ensemble K Jackowski, D Jankowski, D Simić, S Simić International Conference on ICT Innovations, 329-339, 2014 | 7 | 2014 |
A learning-based colour image segmentation with extended and compact structural tensor feature representation K Jackowski, B Cyganek Pattern Analysis and Applications 20 (2), 401-414, 2017 | 6 | 2017 |
Application of adaptive splitting and selection classifier to the spam filtering problem K Jackowski, B Krawczyk, M Woźniak Cybernetics and Systems 44 (6-7), 569-588, 2013 | 6 | 2013 |
Multiple classifier system with radial basis weight function K Jackowski International Conference on Hybrid Artificial Intelligence Systems, 540-547, 2010 | 5 | 2010 |
Fusers based on classifier response and discriminant function–comparative study M Wozniak, K Jackowski International Workshop on Hybrid Artificial Intelligence Systems, 361-368, 2008 | 5 | 2008 |
Application of adass ensemble approach for prediction of power plant generator tension K Jackowski, J Platos International Joint Conference SOCO’14-CISIS’14-ICEUTE’14, 207-216, 2014 | 4 | 2014 |
Adaptive splitting and selection method of classifier ensemble building K Jackowski, M Wozniak International Conference on Hybrid Artificial Intelligence Systems, 525-532, 2009 | 3 | 2009 |
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015 R Burduk, K Jackowski, M Kurzynski, M Wozniak, A Zolnierek Springer, 2016 | 2 | 2016 |
Comparison of clustering methods in cotton textile industry D Simić, K Jackowski, D Jankowski, S Simić International Conference on Intelligent Data Engineering and Automated …, 2015 | 2 | 2015 |