Marek Kurzynski

104 papers B 4C 4Misc 5Journal 26Unranked 47
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Compound Classification System Based on Fuzzy Relations Applied to the Noise-Tolerant Control of a Bionic Hand via EMG Signal Recognition.
CoRR
Pawel Trajdos, Marek Kurzynski
2025 — conf
A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis.
CLD2
Pawel Trajdos, Marek Kurzynski
2025 J jnl
Application of Context-dependent Interpretation of Biosignals Recognition to Control a Bionic Multifunctional Hand Prosthesis.
CoRR
Pawel Trajdos, Marek Kurzynski
2025 J jnl
Cascade of one-class classifier ensemble and dynamic naive Bayes classifier applied to the myoelectric-based upper limb prosthesis control with contaminated channels detection.
CoRR
Pawel Trajdos, Marek Kurzynski
2024 J jnl
A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis.
CoRR
Pawel Trajdos, Marek Kurzynski
2023 — conf
Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis.
CORES/IP&C
Pawel Trajdos, Marek Kurzynski
2022 — ed.
Progress in Image Processing, Pattern Recognition and Communication Systems - Proceedings of the Conference (CORES, IP&C, ACS), Virtual Event / Bydgoszcz, Poland, June 28-30, 2021
CORES/IP&C/ACS
Michal Choras, Ryszard S. Choras, Marek Kurzynski, Pawel Trajdos, Jerzy Pejas, Tomasz Hyla
2021 — conf
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members.
CORES/IP&C/ACS
Pawel Trajdos, Marek Kurzynski
2021 J jnl
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members.
CoRR
Pawel Trajdos, Marek Kurzynski
2021 — conf
Soft Confusion Matrix Classifier for Stream Classification.
ICCS (3)
Pawel Trajdos, Marek Kurzynski
2021 J jnl
Soft Confusion Matrix Classifier for Stream Classification.
CoRR
Pawel Trajdos, Marek Kurzynski
2020 — conf
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification.
ICCS (4)
Pawel Trajdos, Marek Kurzynski
2020 — ed.
Progress in Computer Recognition Systems, International Conference on Computer Recognition Systems, CORES 2019, Polanica-Zdrój, Poland, 20-22 May, 2019.
CORES
Robert Burduk, Marek Kurzynski, Michal Wozniak
2019 J jnl
An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework.
Pattern Anal. Appl.
Pawel Trajdos, Marek Kurzynski
2019 — conf
Dynamic Classifier Chains for Multi-label Learning.
GCPR
Pawel Trajdos, Marek Kurzynski
2019 — conf
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers.
CORES
Pawel Trajdos, Marek Kurzynski
2019 J jnl
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers.
CoRR
Pawel Trajdos, Marek Kurzynski
2018 J jnl
A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models.
Int. J. Neural Syst.
Pawel Trajdos, Marek Kurzynski
2018 — conf
An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions.
CISP-BMEI
Marek Kurzynski, Pawel Trajdos
2018 — ed.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Polanica Zdroj, Poland, 22-24 May 2017.
CORES
Marek Kurzynski, Michal Wozniak, Robert Burduk
2018 J jnl
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix.
Pattern Recognit. Lett.
Pawel Trajdos, Marek Kurzynski
2017 J jnl
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models.
CoRR
Pawel Trajdos, Marek Kurzynski
2017 J jnl
Computer-aided training sensorimotor cortex functions in humans before the upper limb transplantation using virtual reality and sensory feedback.
Comput. Biol. Medicine
Marek Kurzynski, Anna Jaskólska, Jaroslaw Marusiak, Andrzej Wolczowski, Przemyslaw Bierut, Lukasz Szumowski, Jerzy Witkowski, Katarzyna Kisiel-Sajewicz
2017 J jnl
Dynamic classifier chains for multi-label learning.
CoRR
Pawel Trajdos, Marek Kurzynski
2017 Misc conf
Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand.
EPIA
Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski
2017 B conf
On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble.
DS
Marek Kurzynski, Pawel Trajdos
2017 — conf
On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier.
CORES
Marcin Majak, Marek Kurzynski
2017 — conf
On a New Method of Dynamic Integration of Fuzzy Linear Regression Models.
CORES
Jakub Kozerski, Marek Kurzynski
2017 — conf
Permutation-Based Diversity Measure for Classifier-Chain Approach.
CORES
Pawel Trajdos, Marek Kurzynski
2017 J jnl
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix.
CoRR
Pawel Trajdos, Marek Kurzynski
2016 J jnl
A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier.
Int. J. Appl. Math. Comput. Sci.
Pawel Trajdos, Marek Kurzynski
2016 J jnl
Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand.
Comput. Biol. Medicine
Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
2016 — ed.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015
CORES
Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2015 C conf
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix.
IDEAL
Pawel Trajdos, Marek Kurzynski
2015 — ch.
Control of Hand Prosthesis Using Fusion of Biosignals and Information from Prosthesis Sensors.
Computational Intelligence and Efficiency in Engineering Systems
Andrzej Wolczowski, Marek Kurzynski
2015 — conf
Dynamic Feature Selection Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand.
MIE
Marek Kurzynski
2015 — conf
Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm.
IJCCI (ECTA)
Marek Kurzynski, Pawel Trajdos, Maciej Krysmann
2015 — conf
Hilbert-Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand.
CORES
Edward Puchala, Maciej Krysmann, Marek Kurzynski
2015 — conf
Multi-label Stream Classification Using Extended Binary Relevance Model.
TrustCom/BigDataSE/ISPA (2)
Pawel Trajdos, Marek Kurzynski
2015 — conf
Multiclassifier System with Dynamic Model of Classifier Competence Applied to the Control of Bioprosthetic Hand.
GCAI
Marek Kurzynski
2014 — conf
Fuzzy Inference Methods Applied to the Learning Competence Measure in Dynamic Classifier Selection.
SIBGRAPI
Marek Kurzynski, Maciej Krysmann
2014 C conf
Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand.
ISNN
Marek Kurzynski, Andrzej Wolczowski
2014 J jnl
Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers.
Neurocomputing
Rafal Lysiak, Marek Kurzynski, Tomasz Woloszynski
2014 — conf
The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System.
ICINCO (1)
Rafal Lysiak, Marek Kurzynski
2014 B conf
Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand.
ICTAI
Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
2013 — conf
Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition.
CORES
Andrzej Wolczowski, Przemyslaw Szecówka, Jacek Gora, Marek Kurzynski
2013 — conf
Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection.
CORES
Maciej Krysmann, Marek Kurzynski
2013 — conf
On a Two-Level Multiclassifier System with Error Correction Applied to the Control of Bioprosthetic Hand.
MedInfo
Marek Kurzynski
2013 — conf
Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble.
CORES
Rafal Lysiak, Marek Kurzynski
2013 — ed.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, 27-29 May 2013
CORES
Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2012 J jnl
A measure of competence based on random classification for dynamic ensemble selection.
Inf. Fusion
Tomasz Woloszynski, Marek Kurzynski, Pawel Podsiadlo, Gwidon W. Stachowiak
2012 J jnl
Combining classifiers under probabilistic models: experimental comparative analysis of methods.
Expert Syst. J. Knowl. Eng.
Marek Kurzynski, Michal Wozniak
2012 — conf
Control System of Bioprosthetic Hand Based on Advanced Analysis of Biosignals and Feedback from the Prosthesis Sensors.
ITIB
Marek Kurzynski, Andrzej Wolczowski
2011 J jnl
A probabilistic model of classifier competence for dynamic ensemble selection.
Pattern Recognit.
Tomasz Woloszynski, Marek Kurzynski
2011 — book
Computer Recognition Systems 4
Robert Burduk, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2011 — ed.
Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I
HAIS (1)
Emilio Corchado, Marek Kurzynski, Michal Wozniak
2011 — ed.
Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II
HAIS (2)
Emilio Corchado, Marek Kurzynski, Michal Wozniak
2011 — ch.
New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems.
Computer Recognition Systems 4
Bartlomiej Antosik, Marek Kurzynski
2011 — conf
Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers.
HAIS (2)
Rafal Lysiak, Marek Kurzynski, Tomasz Woloszynski
2010 B conf
A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection.
ICPR
Tomasz Woloszynski, Marek Kurzynski
2010 J jnl
Human-machine interface in bioprosthesis control using EMG signal classification.
Expert Syst. J. Knowl. Eng.
Andrzej Wolczowski, Marek Kurzynski
2010 — conf
Neural Networks with AR Model Coefficients Applied to the EMG Signal Classification.
ANNIIP
Marek Kurzynski, Andrzej Wolczowski
2009 — book
Computer Recognition Systems 3
Marek Kurzynski, Michal Wozniak
2009 — ch.
Control of Bio-prosthetic Hand via Sequential Recognition of EMG Signals Using Rough Sets Theory.
Computer Recognition Systems 3
Marek Kurzynski, Andrzej Zolnierek, Andrzej Wolczowski
2009 — conf
Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition of EMG Signals Using Fuzzy Relations.
MIE
Marek Kurzynski, Andrzej Wolczowski
2009 J jnl
Hand movement recognition based on biosignal analysis.
Eng. Appl. Artif. Intell.
Pawel Wojtczak, Tito G. B. Amaral, Octávio Páscoa Dias, Andrzej Wolczowski, Marek Kurzynski
2009 Misc conf
On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems.
ICIAP
Tomasz Woloszynski, Marek Kurzynski
2009 — ch.
On a New Measure of Classifier Competence in the Feature Space.
Computer Recognition Systems 3
Tomasz Woloszynski, Marek Kurzynski
2008 — conf
Combining Classifiers in a Tree Structure.
CIMCA/IAWTIC/ISE
Tomasz Woloszynski, Marek Kurzynski
2008 — book
Computer Recognition Systems 2
Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek
2008 — ch.
Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier.
Computer Recognition Systems 2
Andrzej Wolczowski, Marek Kurzynski
2008 — ch.
Control of Hand Bioprosthesis Via Sequential Recognition of Patient's Intent Using Combination of Fuzzy Sets and Dempster-Shafer Theory.
Information Technologies in Biomedicine
Marek Kurzynski, Andrzej Wolczowski, Mariusz Topolski
2008 — ch.
Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model.
Computer Recognition Systems 2
Jerzy Sas, Marek Kurzynski
2008 Misc conf
The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition.
ICAISC
Marek Kurzynski, Aleksander Rewak
2007 — conf
Rough Sets and Fuzzy Sets Theory Applied to the Sequential Medical Diagnosis.
PRIB
Andrzej Zolnierek, Marek Kurzynski
2006 — conf
Application of Combining Classifiers Using Dynamic Weights to the Protein Secondary Structure Prediction - Comparative Analysis of Fusion Methods.
ISBMDA
Tomasz Woloszynski, Marek Kurzynski
2006 Misc conf
Sequential Classification Via Fuzzy Relations.
ICAISC
Marek Kurzynski, Andrzej Zolnierek
2006 — conf
The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition Using Genetic Algorithm.
ICANN (1)
Marek Kurzynski, Edward Puchala, Aleksander Rewak
2006 — conf
The Optimal Feature Extraction Procedure for Statistical Pattern Recognition.
ICCSA (3)
Marek Kurzynski, Edward Puchala
2006 J jnl
Two-stage binary classifier with fuzzy-valued loss function.
Pattern Anal. Appl.
Robert Burduk, Marek Kurzynski
2005 — conf
Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition.
CORES
Jerzy Sas, Marek Kurzynski
2005 — conf
Application of Three-Level Handprinted Documents Recognition in Medical Information Systems.
ISBMDA
Jerzy Sas, Marek Kurzynski
2005 C conf
Combining Character Level Classifier and Probabilistic Lexicons in Handwritten Word Recognition - Comparative Analysis of Methods.
CAIP
Marek Kurzynski, Jerzy Sas
2005 — conf
Combining Rule-Based and Sample-Based Classifiers - Probabilistic Approach.
BVAI
Marek Kurzynski
2005 — ed.
Computer Recognition Systems, Proceedings of the 4th International Conference on Computer Recognition Systems, CORES'05, May 22-25, 2005, Rydzyna Castle, Poland
CORES
Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek
2005 — conf
Computer-Aided Sequential Diagnosis Using Fuzzy Relations - Comparative Analysis of Methods.
ISBMDA
Marek Kurzynski, Andrzej Zolnierek
2005 — conf
Fusion of Rule-Based and Sample-Based Classifiers - Probabilistic Approach.
ISCIS
Marek Kurzynski
2005 — conf
Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach.
CORES
Jerzy Sas, Marek Kurzynski
2005 — conf
Sequential Pattern Recognition: Naive Bayes Versus Fuzzy Relation Method.
CIMCA/IAWTIC
Marek Kurzynski, Andrzej Zolnierek
2004 C conf
Consistency Conditions of the Expert Rule Set in the Probabilistic Pattern Recognition.
CIS
Marek Kurzynski
2004 — conf
Control of Artificial Hand via Recognition of EMG Signals.
ISBMDA
Andrzej Wolczowski, Marek Kurzynski
2004 — conf
Decision Support Server Architecture for Mobile Medical Applications.
ISBMDA
Marek Kurzynski, Jerzy Sas
2004 Misc conf
Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation.
ICAISC
Marek Kurzynski
2003 — conf
Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children.
ISMDA
Marek Kurzynski
2002 — conf
Probabilistic algorithms, Neural Networks and Fuzzy System Applied to the Multistage Diagnosis of Acute Abdominal Pain - A Comparative Study of Methods.
FSKD
Marek Kurzynski
2001 — conf
Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis.
ISMDA
Marek Kurzynski, Edward Puchala, Jerzy Sas
2001 — conf
Multitask Pattern Recognition Algorithm for the Medical Decision Support System.
ISMDA
Edward Puchala, Marek Kurzynski
1998 — conf
Rule-based classification procedures related to the unprecisely formulated expert rules.
SIBGRAPI
Marek Kurzynski, Jerzy Sas
1995 B conf
Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains.
AIME
Marek Kurzynski, Michal Wozniak, Alexandra Blinowska
1994 — conf
A branch-and-bound algorithm for optimization of multiperspective classifier.
ICPR (2)
Marek Kurzynski, Edward Puchala, Alexandra Blinowska
1992 — conf
Algorithms of the multiperspective pattern recognition.
ICPR (2)
Marek Kurzynski, Edward Puchala
1989 J jnl
On the identity of optimal strategies for multistage classifiers.
Pattern Recognit. Lett.
Marek Kurzynski
1988 J jnl
On the multistage Bayes classifier.
Pattern Recognit.
Marek Kurzynski
1983 J jnl
Decision rules for a hierarchical classifier.
Pattern Recognit. Lett.
Marek Kurzynski