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Pawel Trajdos , Marek Kurzynski : An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. IDEAL 2015 : 69-76 share record
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Marek Kurzynski , Pawel Trajdos , Maciej Krysmann : Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm. IJCCI (ECTA) 2015 : 167-173 share record
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Marek Kurzynski : Dynamic Feature Selection Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. MIE 2015 : 484-488 share record
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Pawel Trajdos , Marek Kurzynski : Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) 2015 : 205-210 share record
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Andrzej Wolczowski , Marek Kurzynski : Control of Hand Prosthesis Using Fusion of Biosignals and Information from Prosthesis Sensors. Computational Intelligence and Efficiency in Engineering Systems 2015 : 259-273 2014 share record
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Rafal Lysiak , Marek Kurzynski , Tomasz Woloszynski : Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers. Neurocomputing 126 : 29-35 (2014 )share record
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Rafal Lysiak , Marek Kurzynski : The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System. ICINCO (1) 2014 : 348-354 export record
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conf/ictai/KurzynskiKTW14 share record
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Marek Kurzynski , Maciej Krysmann , Pawel Trajdos , Andrzej Wolczowski : Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand. ICTAI 2014 : 620-626 share record
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Marek Kurzynski , Andrzej Wolczowski : Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand. ISNN 2014 : 469-478 export record
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conf/sibgrapi/KurzynskiK14 share record
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Marek Kurzynski , Maciej Krysmann : Fuzzy Inference Methods Applied to the Learning Competence Measure in Dynamic Classifier Selection. SIBGRAPI 2014 : 180-187 2013 share record
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Maciej Krysmann , Marek Kurzynski : Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection. CORES 2013 : 151-160 share record
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Rafal Lysiak , Marek Kurzynski : Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble. CORES 2013 : 773-782 export record
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conf/cores/WolczowskiSGK13 share record
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Andrzej Wolczowski , Przemyslaw Szecówka , Jacek Gora , Marek Kurzynski : Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition. CORES 2013 : 783-792 share record
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Marek Kurzynski : On a Two-Level Multiclassifier System with Error Correction Applied to the Control of Bioprosthetic Hand. MedInfo 2013 : 1093 share record
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Robert Burduk , Konrad Jackowski , Marek Kurzynski , Michal Wozniak , Andrzej Zolnierek : Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, 27-29 May 2013. Advances in Intelligent Systems and Computing 226, Springer 2013 , ISBN 978-3-319-00968-1 [contents] 2012 share record
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Marek Kurzynski , Michal Wozniak : Combining classifiers under probabilistic models: experimental comparative analysis of methods. Expert Syst. J. Knowl. Eng. 29 (4 ) : 374-393 (2012 )export record
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journals/inffus/WoloszynskiKPS12 share record
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Tomasz Woloszynski , Marek Kurzynski , Pawel Podsiadlo , Gwidon W. Stachowiak : A measure of competence based on random classification for dynamic ensemble selection. Inf. Fusion 13 (3 ) : 207-213 (2012 )share record
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Marek Kurzynski , Andrzej Wolczowski : Control System of Bioprosthetic Hand Based on Advanced Analysis of Biosignals and Feedback from the Prosthesis Sensors. ITIB 2012 : 199-208 2011 export record
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journals/pr/WoloszynskiK11 share record
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Tomasz Woloszynski , Marek Kurzynski : A probabilistic model of classifier competence for dynamic ensemble selection. Pattern Recognit. 44 (10-11 ) : 2656-2668 (2011 )share record
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Rafal Lysiak , Marek Kurzynski , Tomasz Woloszynski : Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers. HAIS (2) 2011 : 229-236 share record
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Bartlomiej Antosik , Marek Kurzynski : New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems. Computer Recognition Systems 4 2011 : 197-206 share record
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Emilio Corchado , Marek Kurzynski , Michal Wozniak : Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6678, Springer 2011 , ISBN 978-3-642-21218-5 [contents] share record
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Emilio Corchado , Marek Kurzynski , Michal Wozniak : Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6679, Springer 2011 , ISBN 978-3-642-21221-5 [contents] share record
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Robert Burduk , Marek Kurzynski , Michal Wozniak , Andrzej Zolnierek : Computer Recognition Systems 4. Advances in Intelligent and Soft Computing 95, Springer 2011 , ISBN 978-3-642-20319-0 [contents] 2010 export record
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journals/es/WolczowskiK10 share record
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Andrzej Wolczowski , Marek Kurzynski : Human-machine interface in bioprosthesis control using EMG signal classification. Expert Syst. J. Knowl. Eng. 27 (1 ) : 53-70 (2010 )share record
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Marek Kurzynski , Andrzej Wolczowski : Neural Networks with AR Model Coefficients Applied to the EMG Signal Classification. ANNIIP 2010 : 81-86 share record
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Tomasz Woloszynski , Marek Kurzynski : A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection. ICPR 2010 : 4194-4197 2009 export record
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journals/eaai/WojtczakADWK09 share record
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Pawel Wojtczak , Tito G. B. Amaral , Octávio Páscoa Dias , Andrzej Wolczowski , Marek Kurzynski : Hand movement recognition based on biosignal analysis. Eng. Appl. Artif. Intell. 22 (4-5 ) : 608-615 (2009 )export record
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conf/iciap/WoloszynskiK09 share record
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Tomasz Woloszynski , Marek Kurzynski : On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems. ICIAP 2009 : 995-1004 share record
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Marek Kurzynski , Andrzej Wolczowski : Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition of EMG Signals Using Fuzzy Relations. MIE 2009 : 799-803