Marek Kurzynski

Orcid: 0000-0002-0401-2725

According to our database1, Marek Kurzynski authored at least 83 papers between 1983 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis.
CoRR, 2024

2023
Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis.
Proceedings of the Progress on Pattern Classification, Image Processing and Communications, 2023

2021
Soft Confusion Matrix Classifier for Stream Classification.
Proceedings of the Computational Science - ICCS 2021, 2021

Building an Ensemble of Classifiers via Randomized Models of Ensemble Members.
Proceedings of the Progress in Image Processing, Pattern Recognition and Communication Systems, 2021

2020
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework.
Pattern Anal. Appl., 2019

Dynamic Classifier Chains for Multi-label Learning.
Proceedings of the Pattern Recognition, 2019

Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers.
Proceedings of the Progress in Computer Recognition Systems, 2019

2018
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix.
Pattern Recognit. Lett., 2018

A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models.
Int. J. Neural Syst., 2018

An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017
Computer-aided training sensorimotor cortex functions in humans before the upper limb transplantation using virtual reality and sensory feedback.
Comput. Biol. Medicine, 2017

Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand.
Proceedings of the Progress in Artificial Intelligence, 2017

On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble.
Proceedings of the Discovery Science - 20th International Conference, 2017

Permutation-Based Diversity Measure for Classifier-Chain Approach.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

On a New Method of Dynamic Integration of Fuzzy Linear Regression Models.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016
Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand.
Comput. Biol. Medicine, 2016

A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier.
Int. J. Appl. Math. Comput. Sci., 2016

2015
Control of Hand Prosthesis Using Fusion of Biosignals and Information from Prosthesis Sensors.
Proceedings of the Computational Intelligence and Efficiency in Engineering Systems, 2015

Multi-label Stream Classification Using Extended Binary Relevance Model.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Dynamic Feature Selection Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Multiclassifier System with Dynamic Model of Classifier Competence Applied to the Control of Bioprosthetic Hand.
Proceedings of the Global Conference on Artificial Intelligence, 2015

Hilbert-Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014
Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers.
Neurocomputing, 2014

Fuzzy Inference Methods Applied to the Learning Competence Measure in Dynamic Classifier Selection.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand.
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

2013
On a Two-Level Multiclassifier System with Error Correction Applied to the Control of Bioprosthetic Hand.
Proceedings of the MEDINFO 2013, 2013

Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012
A measure of competence based on random classification for dynamic ensemble selection.
Inf. Fusion, 2012

Combining classifiers under probabilistic models: experimental comparative analysis of methods.
Expert Syst. J. Knowl. Eng., 2012

Control System of Bioprosthetic Hand Based on Advanced Analysis of Biosignals and Feedback from the Prosthesis Sensors.
Proceedings of the Information Technologies in Biomedicine, 2012

2011
New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems.
Proceedings of the Computer Recognition Systems 4, 2011

A probabilistic model of classifier competence for dynamic ensemble selection.
Pattern Recognit., 2011

Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010
Human-machine interface in bioprosthesis control using EMG signal classification.
Expert Syst. J. Knowl. Eng., 2010

A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Neural Networks with AR Model Coefficients Applied to the EMG Signal Classification.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2010

2009
On a New Measure of Classifier Competence in the Feature Space.
Proceedings of the Computer Recognition Systems 3, 2009

Control of Bio-prosthetic Hand via Sequential Recognition of EMG Signals Using Rough Sets Theory.
Proceedings of the Computer Recognition Systems 3, 2009

Hand movement recognition based on biosignal analysis.
Eng. Appl. Artif. Intell., 2009

Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition of EMG Signals Using Fuzzy Relations.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems.
Proceedings of the Image Analysis and Processing, 2009

2008
Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier.
Proceedings of the Computer Recognition Systems 2, 2008

Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model.
Proceedings of the Computer Recognition Systems 2, 2008

Control of Hand Bioprosthesis Via Sequential Recognition of Patient's Intent Using Combination of Fuzzy Sets and Dempster-Shafer Theory.
Proceedings of the Information Technologies in Biomedicine, 2008

The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Combining Classifiers in a Tree Structure.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
Rough Sets and Fuzzy Sets Theory Applied to the Sequential Medical Diagnosis.
Proceedings of the Pattern Recognition in Bioinformatics, 2007

2006
Two-stage binary classifier with fuzzy-valued loss function.
Pattern Anal. Appl., 2006

Application of Combining Classifiers Using Dynamic Weights to the Protein Secondary Structure Prediction - Comparative Analysis of Fusion Methods.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

The Optimal Feature Extraction Procedure for Statistical Pattern Recognition.
Proceedings of the Computational Science and Its Applications, 2006

The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition Using Genetic Algorithm.
Proceedings of the Artificial Neural Networks, 2006

Sequential Classification Via Fuzzy Relations.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
Application of Three-Level Handprinted Documents Recognition in Medical Information Systems.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

Computer-Aided Sequential Diagnosis Using Fuzzy Relations - Comparative Analysis of Methods.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

Fusion of Rule-Based and Sample-Based Classifiers - Probabilistic Approach.
Proceedings of the Computer and Information Sciences, 2005

Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition.
Proceedings of the Computer Recognition Systems, 2005

Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach.
Proceedings of the Computer Recognition Systems, 2005

Sequential Pattern Recognition: Naive Bayes Versus Fuzzy Relation Method.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Combining Character Level Classifier and Probabilistic Lexicons in Handwritten Word Recognition - Comparative Analysis of Methods.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

Combining Rule-Based and Sample-Based Classifiers - Probabilistic Approach.
Proceedings of the Brain, 2005

2004
Control of Artificial Hand via Recognition of EMG Signals.
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Decision Support Server Architecture for Mobile Medical Applications.
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Consistency Conditions of the Expert Rule Set in the Probabilistic Pattern Recognition.
Proceedings of the Computational and Information Science, First International Symposium, 2004

2003
Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children.
Proceedings of the Medical Data Analysis, 4th International Symposium, 2003

2002
Probabilistic algorithms, Neural Networks and Fuzzy System Applied to the Multistage Diagnosis of Acute Abdominal Pain - A Comparative Study of Methods.
Proceedings of the FSDK'02, 2002

2001
Multitask Pattern Recognition Algorithm for the Medical Decision Support System.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

1998
Rule-based classification procedures related to the unprecisely formulated expert rules.
Proceedings of the XI Computer Graphics, 1998

1995
Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains.
Proceedings of the Artificial Intelligence Medicine, 1995

1994
A branch-and-bound algorithm for optimization of multiperspective classifier.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1992
Algorithms of the multiperspective pattern recognition.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1989
On the identity of optimal strategies for multistage classifiers.
Pattern Recognit. Lett., 1989

1988
On the multistage Bayes classifier.
Pattern Recognit., 1988

1983
Decision rules for a hierarchical classifier.
Pattern Recognit. Lett., 1983


  Loading...