Marek Kurzynski

Marek Kurzynski, Michal Wozniak: Combining classifiers under probabilistic models: experimental comparative analysis of methods. Expert Systems 29(4): 374-393 (2012)

Tomasz Woloszynski, Marek Kurzynski, Pawel Podsiadlo, Gwidon W. Stachowiak: A measure of competence based on random classification for dynamic ensemble selection. Information Fusion 13(3): 207-213 (2012)

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

Tomasz Woloszynski, Marek Kurzynski: A probabilistic model of classifier competence for dynamic ensemble selection. Pattern Recognition 44(10-11): 2656-2668 (2011)

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

Emilio Corchado, Marek Kurzynski, Michal Wozniak (Eds.): 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

Emilio Corchado, Marek Kurzynski, Michal Wozniak (Eds.): 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

Andrzej Wolczowski, Marek Kurzynski: Human-machine interface in bioprosthesis control using EMG signal classification. Expert Systems 27(1): 53-70 (2010)

Marek Kurzynski, Andrzej Wolczowski: Neural Networks with AR Model Coefficients Applied to the EMG Signal Classification. ANNIIP 2010: 81-86

Tomasz Woloszynski, Marek Kurzynski: A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection. ICPR 2010: 4194-4197

Pawel Wojtczak, Tito G. B. Amaral, Octávio Páscoa Dias, Andrzej Wolczowski, Marek Kurzynski: Hand movement recognition based on biosignal analysis. Eng. Appl. of AI 22(4-5): 608-615 (2009)

Tomasz Woloszynski, Marek Kurzynski: On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems. ICIAP 2009: 995-1004

Marek Kurzynski, Andrzej Wolczowski: Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition of EMG Signals Using Fuzzy Relations. MIE 2009: 799-803

Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek (Eds.): Computer Recognition Systems 2. Advances in Soft Computing 45, Springer 2008, isbn 978-3-540-75174-8

Tomasz Woloszynski, Marek Kurzynski: Combining Classifiers in a Tree Structure. CIMCA/IAWTIC/ISE 2008: 785-790

Marek Kurzynski, Aleksander Rewak: The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition. ICAISC 2008: 620-631

Marek Kurzynski, Andrzej Wolczowski, Mariusz Topolski: Control of Hand Bioprosthesis Via Sequential Recognition of Patient's Intent Using Combination of Fuzzy Sets and Dempster-Shafer Theory. Information Technologies in Biomedicine 2008: 421-428

Jerzy Sas, Marek Kurzynski: Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model. Computer Recognition Systems 2 2008: 485-492

Andrzej Wolczowski, Marek Kurzynski: Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier. Computer Recognition Systems 2 2008: 687-694

Andrzej Zolnierek, Marek Kurzynski: Rough Sets and Fuzzy Sets Theory Applied to the Sequential Medical Diagnosis. PRIB 2007: 311-322

Robert Burduk, Marek Kurzynski: Two-stage binary classifier with fuzzy-valued loss function. Pattern Anal. Appl. 9(4): 353-358 (2006)

Marek Kurzynski, Andrzej Zolnierek: Sequential Classification Via Fuzzy Relations. ICAISC 2006: 623-632

Marek Kurzynski, Edward Puchala, Aleksander Rewak: The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition Using Genetic Algorithm. ICANN (1) 2006: 21-30

Marek Kurzynski, Edward Puchala: The Optimal Feature Extraction Procedure for Statistical Pattern Recognition. ICCSA (3) 2006: 1210-1215

Tomasz Woloszynski, Marek Kurzynski: Application of Combining Classifiers Using Dynamic Weights to the Protein Secondary Structure Prediction - Comparative Analysis of Fusion Methods. ISBMDA 2006: 83-91

Marek Kurzynski: Combining Rule-Based and Sample-Based Classifiers - Probabilistic Approach. BVAI 2005: 298-307

Marek Kurzynski, Jerzy Sas: Combining Character Level Classifier and Probabilistic Lexicons in Handwritten Word Recognition - Comparative Analysis of Methods. CAIP 2005: 330-337

Marek Kurzynski, Andrzej Zolnierek: Sequential Pattern Recognition: Naive Bayes Versus Fuzzy Relation Method. CIMCA/IAWTIC 2005: 1165-1170

Jerzy Sas, Marek Kurzynski: Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach. CORES 2005: 723-730

Jerzy Sas, Marek Kurzynski: Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition. CORES 2005: 731-738

Marek Kurzynski: Fusion of Rule-Based and Sample-Based Classifiers - Probabilistic Approach. ISCIS 2005: 533-542

Jerzy Sas, Marek Kurzynski: Application of Three-Level Handprinted Documents Recognition in Medical Information Systems. ISBMDA 2005: 1-12

Marek Kurzynski, Andrzej Zolnierek: Computer-Aided Sequential Diagnosis Using Fuzzy Relations - Comparative Analysis of Methods. ISBMDA 2005: 242-251

Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek (Eds.): Computer Recognition Systems, Proceedings of the 4th International Conference on Computer Recognition Systems, CORES'05, May 22-25, 2005, Rydzyna Castle, Poland. Advances in Soft Computing 30, Springer 2005, isbn 978-3-540-25054-8

Marek Kurzynski: Consistency Conditions of the Expert Rule Set in the Probabilistic Pattern Recognition. CIS 2004: 831-836

Marek Kurzynski: Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation. ICAISC 2004: 1014-1019

Marek Kurzynski, Jerzy Sas: Decision Support Server Architecture for Mobile Medical Applications. ISBMDA 2004: 105-116

Andrzej Wolczowski, Marek Kurzynski: Control of Artificial Hand via Recognition of EMG Signals. ISBMDA 2004: 356-367

Marek Kurzynski: Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children. ISMDA 2003: 99-108

Marek Kurzynski: Probabilistic algorithms, Neural Networks and Fuzzy System Applied to the Multistage Diagnosis of Acute Abdominal Pain - A Comparative Study of Methods. FSKD 2002: 245-249

Marek Kurzynski, Edward Puchala, Jerzy Sas: Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis. ISMDA 2001: 133-139

Edward Puchala, Marek Kurzynski: Multitask Pattern Recognition Algorithm for the Medical Decision Support System. ISMDA 2001: 225-230

Marek Kurzynski, Michal Wozniak, Alexandra Blinowska: Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains. AIME 1995: 405-406

Marek Kurzynski: On the identity of optimal strategies for multistage classifiers. Pattern Recognition Letters 10(1): 39-46 (1989)

Marek Kurzynski: On the multistage Bayes classifier. Pattern Recognition 21(4): 355-365 (1988)