Konrad Jackowski
Konrad Jackowski
Department of Systems and Computer Networks, Faculty of Electronics Wroclaw University of Technology
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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
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
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
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
Evolutionary algorithm for decision tree induction
D Jankowski, K Jackowski
IFIP International Conference on Computer Information Systems and Industrial†…, 2015
Learning decision trees from data streams with concept drift
D Jankowski, K Jackowski, B Cyganek
Procedia computer science 80, 1682-1691, 2016
Method of classifier selection using the genetic approach
K Jackowski, M Wozniak
Expert Systems 27 (2), 114-128, 2010
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
New diversity measure for data stream classification ensembles
K Jackowski
Engineering Applications of Artificial Intelligence 74, 23–34, 2018
Dimensionality reduction, and function approximation of poly (lactic-co-glycolic acid) micro-and nanoparticle dissolution rate
VK Ojha, K Jackowski, A Abraham, V SnŠšel
International Journal of Nanomedicine 10, 1119, 2015
Migraine diagnosis support system based on classifier ensemble
K Jackowski, D Jankowski, D Simić, S Simić
International conference on ICT innovations, 329-339, 2014
Electronic health record: A review
M Grana, K Jackwoski
2015 IEEE international conference on bioinformatics and biomedicine (BIBM†…, 2015
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
Ensemble classifier systems for headache diagnosis
K Jackowski, D Jankowski, P Ksieniewicz, D Simić, S Simić, M Woźniak
Information Technologies in Biomedicine, Volume 4, 273-284, 2014
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
Multiple classifier system with radial basis weight function
K Jackowski
International Conference on Hybrid Artificial Intelligence Systems, 540-547, 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
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
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
A novel hyperspectral segmentation algorithm—concept and evaluation
P Ksieniewicz, D Jankowski, B Ayerdi, K Jackowski, M Grana, M Wozniak
Logic Journal of the IGPL 23 (1), 105-120, 2015
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