Marek Kurzynski

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 31

Top Topics

Ensemble Pruning

Relevance Model

Confusion Matrix

Top Venues

Comput. Biol. Medicine

Publications

Pawel Trajdos, Marek Kurzynski
A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis. CoRR (2024)
Pawel Trajdos, Marek Kurzynski
Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis. CORES/IP&C (2023)
Pawel Trajdos, Marek Kurzynski
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CORES/IP&C/ACS (2021)
Pawel Trajdos, Marek Kurzynski
Soft Confusion Matrix Classifier for Stream Classification. ICCS (3) (2021)
Pawel Trajdos, Marek Kurzynski
Soft Confusion Matrix Classifier for Stream Classification. CoRR (2021)
Pawel Trajdos, Marek Kurzynski
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CoRR (2021)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. ICCS (4) (2020)
Pawel Trajdos, Marek Kurzynski
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CORES (2019)
Pawel Trajdos, Marek Kurzynski
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CoRR (2019)
Pawel Trajdos, Marek Kurzynski
Dynamic Classifier Chains for Multi-label Learning. GCPR (2019)
Pawel Trajdos, Marek Kurzynski
An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework. Pattern Anal. Appl. 22 (2) (2019)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models. Int. J. Neural Syst. 28 (9) (2018)
Pawel Trajdos, Marek Kurzynski
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix. Pattern Recognit. Lett. 103 (2018)
Marek Kurzynski, Pawel Trajdos
An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions. CISP-BMEI (2018)
Pawel Trajdos, Marek Kurzynski
Dynamic classifier chains for multi-label learning. CoRR (2017)
Pawel Trajdos, Marek Kurzynski
Permutation-Based Diversity Measure for Classifier-Chain Approach. CORES (2017)
Marek Kurzynski, Pawel Trajdos
On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. DS (2017)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. CoRR (2017)
Marek Kurzynski, Anna Jaskolska, Jaroslaw Marusiak, Andrzej Wolczowski, Przemyslaw Bierut, Lukasz Szumowski, Jerzy Witkowski, Katarzyna Kisiel-Sajewicz
Computer-aided training sensorimotor cortex functions in humans before the upper limb transplantation using virtual reality and sensory feedback. Comput. Biol. Medicine 87 (2017)
Marcin Majak, Marek Kurzynski
On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier. CORES (2017)
Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski
Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. EPIA (2017)
Jakub Kozerski, Marek Kurzynski
On a New Method of Dynamic Integration of Fuzzy Linear Regression Models. CORES (2017)
Pawel Trajdos, Marek Kurzynski
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. CoRR (2017)
Pawel Trajdos, Marek Kurzynski
A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier. Int. J. Appl. Math. Comput. Sci. 26 (1) (2016)
Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand. Comput. Biol. Medicine 69 (2016)
Marek Kurzynski
Dynamic Feature Selection Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. MIE (2015)
Pawel Trajdos, Marek Kurzynski
Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) (2015)
Pawel Trajdos, Marek Kurzynski
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. IDEAL (2015)
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)
Marek Kurzynski
Multiclassifier System with Dynamic Model of Classifier Competence Applied to the Control of Bioprosthetic Hand. GCAI (2015)
Edward Puchala, Maciej Krysmann, Marek Kurzynski
Hilbert-Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand. CORES (2015)
Marek Kurzynski, Maciej Krysmann
Fuzzy Inference Methods Applied to the Learning Competence Measure in Dynamic Classifier Selection. SIBGRAPI (2014)
Marek Kurzynski, Andrzej Wolczowski
Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand. ISNN (2014)
Rafal Lysiak, Marek Kurzynski, Tomasz Woloszynski
Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers. Neurocomputing 126 (2014)
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)
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)
Rafal Lysiak, Marek Kurzynski
Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble. CORES (2013)
Marek Kurzynski
On a Two-Level Multiclassifier System with Error Correction Applied to the Control of Bioprosthetic Hand. MedInfo (2013)
Maciej Krysmann, Marek Kurzynski
Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection. CORES (2013)
Andrzej Wolczowski, Przemyslaw Szecówka, Jacek Gora, Marek Kurzynski
Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition. CORES (2013)
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) (2012)
Marek Kurzynski, Michal Wozniak
Combining classifiers under probabilistic models: experimental comparative analysis of methods. Expert Syst. J. Knowl. Eng. 29 (4) (2012)
Marek Kurzynski, Andrzej Wolczowski
Control System of Bioprosthetic Hand Based on Advanced Analysis of Biosignals and Feedback from the Prosthesis Sensors. ITIB (2012)
Tomasz Woloszynski, Marek Kurzynski
A probabilistic model of classifier competence for dynamic ensemble selection. Pattern Recognit. 44 (10-11) (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)
Marek Kurzynski, Andrzej Wolczowski
Neural Networks with AR Model Coefficients Applied to the EMG Signal Classification. ANNIIP (2010)
Tomasz Woloszynski, Marek Kurzynski
A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection. ICPR (2010)
Andrzej Wolczowski, Marek Kurzynski
Human-machine interface in bioprosthesis control using EMG signal classification. Expert Syst. J. Knowl. Eng. 27 (1) (2010)
Tomasz Woloszynski, Marek Kurzynski
On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems. ICIAP (2009)
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) (2009)
Marek Kurzynski, Andrzej Wolczowski
Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition of EMG Signals Using Fuzzy Relations. MIE (2009)
Tomasz Woloszynski, Marek Kurzynski
Combining Classifiers in a Tree Structure. CIMCA/IAWTIC/ISE (2008)
Marek Kurzynski, Aleksander Rewak
The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition. ICAISC (2008)
Andrzej Zolnierek, Marek Kurzynski
Rough Sets and Fuzzy Sets Theory Applied to the Sequential Medical Diagnosis. PRIB (2007)
Marek Kurzynski, Andrzej Zolnierek
Sequential Classification Via Fuzzy Relations. ICAISC (2006)
Tomasz Woloszynski, Marek Kurzynski
Application of Combining Classifiers Using Dynamic Weights to the Protein Secondary Structure Prediction - Comparative Analysis of Fusion Methods. ISBMDA (2006)
Robert Burduk, Marek Kurzynski
Two-stage binary classifier with fuzzy-valued loss function. Pattern Anal. Appl. 9 (4) (2006)
Marek Kurzynski, Edward Puchala
The Optimal Feature Extraction Procedure for Statistical Pattern Recognition. ICCSA (3) (2006)
Marek Kurzynski, Edward Puchala, Aleksander Rewak
The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition Using Genetic Algorithm. ICANN (1) (2006)
Jerzy Sas, Marek Kurzynski
Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach. CORES (2005)
Marek Kurzynski
Fusion of Rule-Based and Sample-Based Classifiers - Probabilistic Approach. ISCIS (2005)
Jerzy Sas, Marek Kurzynski
Application of Three-Level Handprinted Documents Recognition in Medical Information Systems. ISBMDA (2005)
Jerzy Sas, Marek Kurzynski
Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition. CORES (2005)
Marek Kurzynski, Andrzej Zolnierek
Computer-Aided Sequential Diagnosis Using Fuzzy Relations - Comparative Analysis of Methods. ISBMDA (2005)
Marek Kurzynski, Jerzy Sas
Combining Character Level Classifier and Probabilistic Lexicons in Handwritten Word Recognition - Comparative Analysis of Methods. CAIP (2005)
Marek Kurzynski
Combining Rule-Based and Sample-Based Classifiers - Probabilistic Approach. BVAI (2005)
Marek Kurzynski, Andrzej Zolnierek
Sequential Pattern Recognition: Naive Bayes Versus Fuzzy Relation Method. CIMCA/IAWTIC (2005)
Marek Kurzynski
Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation. ICAISC (2004)
Marek Kurzynski
Consistency Conditions of the Expert Rule Set in the Probabilistic Pattern Recognition. CIS (2004)
Marek Kurzynski, Jerzy Sas
Decision Support Server Architecture for Mobile Medical Applications. ISBMDA (2004)
Andrzej Wolczowski, Marek Kurzynski
Control of Artificial Hand via Recognition of EMG Signals. ISBMDA (2004)
Marek Kurzynski
Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children. ISMDA (2003)
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)
Marek Kurzynski, Edward Puchala, Jerzy Sas
Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis. ISMDA (2001)
Edward Puchala, Marek Kurzynski
Multitask Pattern Recognition Algorithm for the Medical Decision Support System. ISMDA (2001)
Marek Kurzynski, Jerzy Sas
Rule-based classification procedures related to the unprecisely formulated expert rules. SIBGRAPI (1998)
Marek Kurzynski, Michal Wozniak, Alexandra Blinowska
Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains. AIME (1995)
Marek Kurzynski, Edward Puchala, Alexandra Blinowska
A branch-and-bound algorithm for optimization of multiperspective classifier. ICPR (2) (1994)
Marek Kurzynski, Edward Puchala
Algorithms of the multiperspective pattern recognition. ICPR (2) (1992)
Marek Kurzynski
On the identity of optimal strategies for multistage classifiers. Pattern Recognit. Lett. 10 (1) (1989)
Marek Kurzynski
On the multistage Bayes classifier. Pattern Recognit. 21 (4) (1988)
Marek Kurzynski
Decision rules for a hierarchical classifier. Pattern Recognit. Lett. 1 (5-6) (1983)