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Konrad Jackowski
Konrad Jackowski
Department of Systems and Computer Networks, Faculty of Electronics Wroclaw University of Technology
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Year
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
522014
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, 415-425, 2009
512009
Some remarks on chosen methods of classifier fusion based on weighted voting
M Wozniak, K Jackowski
Hybrid Artificial Intelligence Systems: 4th International Conference, HAIS …, 2009
512009
Evolutionary algorithm for decision tree induction
D Jankowski, K Jackowski
Computer Information Systems and Industrial Management: 13th IFIP TC8 …, 2014
412014
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
372013
Learning decision trees from data streams with concept drift
D Jankowski, K Jackowski, B Cyganek
Procedia computer science 80, 1682-1691, 2016
312016
Method of classifier selection using the genetic approach
K Jackowski, M Wozniak
Expert Systems 27 (2), 114-128, 2010
282010
New diversity measure for data stream classification ensembles
K Jackowski
Engineering Applications of Artificial Intelligence 74, 23–34, 2018
232018
Electronic health record: a review
M Grana, K Jackwoski
2015 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2015
192015
Cost-sensitive splitting and selection method for medical decision support system
K Jackowski, B Krawczyk, M Woźniak
Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012
162012
Migraine diagnosis support system based on classifier ensemble
K Jackowski, D Jankowski, D Simić, S Simić
ICT Innovations 2014: World of Data, 329-339, 2015
142015
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, 1119-1129, 2015
122015
A learning-based colour image segmentation with extended and compact structural tensor feature representation
K Jackowski, B Cyganek
Pattern Analysis and Applications 20, 401-414, 2017
92017
Adaptive Splitting and Selection Algorithm for Regression
K Jackowski
New Generation Computing 33 (4), 425-448, 2015
62015
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
52014
Multiple classifier system with radial basis weight function
K Jackowski
Hybrid Artificial Intelligence Systems: 5th International Conference, HAIS …, 2010
52010
Fusers based on classifier response and discriminant function–comparative study
M Wozniak, K Jackowski
Hybrid Artificial Intelligence Systems: Third International Workshop, HAIS …, 2008
52008
Comparison of clustering methods in cotton textile industry
D Simić, K Jackowski, D Jankowski, S Simić
Intelligent Data Engineering and Automated Learning–IDEAL 2015: 16th …, 2015
42015
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: Bilbao, Spain …, 2014
42014
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
42013
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