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@inproceedings{DBLP:conf/cores/TrajdosK23,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Dynamic Time Warping Technique Applied to the User's Intent Recognition
for Myoelectric-Based Control of Upper Limb Prosthesis},
booktitle = {CORES/IP{\&}C},
series = {Lecture Notes in Networks and Systems},
volume = {766},
pages = {219--231},
publisher = {Springer},
year = {2023}
}
@proceedings{DBLP:conf/cores/2021,
editor = {Michal Choras and
Ryszard S. Choras and
Marek Kurzynski and
Pawel Trajdos and
Jerzy Pejas and
Tomasz Hyla},
title = {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},
series = {Lecture Notes in Networks and Systems},
volume = {255},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/cores/TrajdosK21,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Building an Ensemble of Classifiers via Randomized Models of Ensemble
Members},
booktitle = {CORES/IP{\&}C/ACS},
series = {Lecture Notes in Networks and Systems},
volume = {255},
pages = {3--13},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/iccS/TrajdosK21,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Soft Confusion Matrix Classifier for Stream Classification},
booktitle = {{ICCS} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {12744},
pages = {3--17},
publisher = {Springer},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-07857,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Soft Confusion Matrix Classifier for Stream Classification},
journal = {CoRR},
volume = {abs/2109.07857},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-07861,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Building an Ensemble of Classifiers via Randomized Models of Ensemble
Members},
journal = {CoRR},
volume = {abs/2109.07861},
year = {2021}
}
@inproceedings{DBLP:conf/iccS/TrajdosK20,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {A Correction Method of a Base Classifier Applied to Imbalanced Data
Classification},
booktitle = {{ICCS} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {12140},
pages = {88--102},
publisher = {Springer},
year = {2020}
}
@proceedings{DBLP:conf/cores/2019,
editor = {Robert Burduk and
Marek Kurzynski and
Michal Wozniak},
title = {Progress in Computer Recognition Systems, International Conference
on Computer Recognition Systems, {CORES} 2019, Polanica-Zdr{\'{o}}j,
Poland, 20-22 May, 2019},
series = {Advances in Intelligent Systems and Computing},
volume = {977},
publisher = {Springer},
year = {2020}
}
@article{DBLP:journals/paa/TrajdosK19,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {An approximated decision-theoretic algorithm for minimization of the
Tversky loss under the multi-label framework},
journal = {Pattern Anal. Appl.},
volume = {22},
number = {2},
pages = {389--416},
year = {2019}
}
@inproceedings{DBLP:conf/cores/TrajdosK19,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Randomized Reference Classifier with Gaussian Distribution and Soft
Confusion Matrix Applied to the Improving Weak Classifiers},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {977},
pages = {326--336},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/dagm/TrajdosK19,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Dynamic Classifier Chains for Multi-label Learning},
booktitle = {{GCPR}},
series = {Lecture Notes in Computer Science},
volume = {11824},
pages = {567--580},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-09820,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Randomized Reference Classifier with Gaussian Distribution and Soft
Confusion Matrix Applied to the Improving Weak Classifiers},
journal = {CoRR},
volume = {abs/1905.09820},
year = {2019}
}
@article{DBLP:journals/ijns/TrajdosK18,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {A Correction Method of a Binary Classifier Applied to Multi-Label
Pairwise Models},
journal = {Int. J. Neural Syst.},
volume = {28},
number = {9},
pages = {1750062:1--1750062:19},
year = {2018}
}
@article{DBLP:journals/prl/TrajdosK18,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Weighting scheme for a pairwise multi-label classifier based on the
fuzzy confusion matrix},
journal = {Pattern Recognit. Lett.},
volume = {103},
pages = {60--67},
year = {2018}
}
@inproceedings{DBLP:conf/bmei/KurzynskiT18,
author = {Marek Kurzynski and
Pawel Trajdos},
title = {An Ensemble Pruning Method Based on Class and Inter-Class Competences
for Computer-Aided Medical Decisions},
booktitle = {{CISP-BMEI}},
pages = {1--6},
publisher = {{IEEE}},
year = {2018}
}
@proceedings{DBLP:conf/cores/2017,
editor = {Marek Kurzynski and
Michal Wozniak and
Robert Burduk},
title = {Proceedings of the 10th International Conference on Computer Recognition
Systems {CORES} 2017, Polanica Zdroj, Poland, 22-24 May 2017},
series = {Advances in Intelligent Systems and Computing},
volume = {578},
year = {2018}
}
@article{DBLP:journals/cbm/KurzynskiJMWBSW17,
author = {Marek Kurzynski and
Anna Jask{\'{o}}lska and
Jaroslaw Marusiak and
Andrzej Wolczowski and
Przemyslaw Bierut and
Lukasz Szumowski and
Jerzy Witkowski and
Katarzyna Kisiel{-}Sajewicz},
title = {Computer-aided training sensorimotor cortex functions in humans before
the upper limb transplantation using virtual reality and sensory feedback},
journal = {Comput. Biol. Medicine},
volume = {87},
pages = {311--321},
year = {2017}
}
@inproceedings{DBLP:conf/cores/KozerskiK17,
author = {Jakub Kozerski and
Marek Kurzynski},
title = {On a New Method of Dynamic Integration of Fuzzy Linear Regression
Models},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {578},
pages = {182--190},
year = {2017}
}
@inproceedings{DBLP:conf/cores/MajakK17,
author = {Marcin Majak and
Marek Kurzynski},
title = {On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {578},
pages = {258--267},
year = {2017}
}
@inproceedings{DBLP:conf/cores/TrajdosK17,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Permutation-Based Diversity Measure for Classifier-Chain Approach},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {578},
pages = {412--422},
year = {2017}
}
@inproceedings{DBLP:conf/dis/KurzynskiT17,
author = {Marek Kurzynski and
Pawel Trajdos},
title = {On a New Competence Measure Applied to the Dynamic Selection of Classifiers
Ensemble},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {10558},
pages = {93--107},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/epia/KurzynskiTW17,
author = {Marek Kurzynski and
Pawel Trajdos and
Andrzej Wolczowski},
title = {Multiclassifier System Using Class and Interclass Competence of Base
Classifiers Applied to the Recognition of Grasping Movements in the
Control of Bioprosthetic Hand},
booktitle = {{EPIA}},
series = {Lecture Notes in Computer Science},
volume = {10423},
pages = {174--185},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/corr/abs-1710-07491,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Dynamic classifier chains for multi-label learning},
journal = {CoRR},
volume = {abs/1710.07491},
year = {2017}
}
@article{DBLP:journals/corr/abs-1710-08729,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {A Correction Method of a Binary Classifier Applied to Multi-label
Pairwise Models},
journal = {CoRR},
volume = {abs/1710.08729},
year = {2017}
}
@article{DBLP:journals/corr/abs-1710-09710,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Weighting Scheme for a Pairwise Multi-label Classifier Based on the
Fuzzy Confusion Matrix},
journal = {CoRR},
volume = {abs/1710.09710},
year = {2017}
}
@article{DBLP:journals/amcs/TrajdosK16,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {A dynamic model of classifier competence based on the local fuzzy
confusion matrix and the random reference classifier},
journal = {Int. J. Appl. Math. Comput. Sci.},
volume = {26},
number = {1},
pages = {175},
year = {2016}
}
@article{DBLP:journals/cbm/KurzynskiKTW16,
author = {Marek Kurzynski and
Maciej Krysmann and
Pawel Trajdos and
Andrzej Wolczowski},
title = {Multiclassifier system with hybrid learning applied to the control
of bioprosthetic hand},
journal = {Comput. Biol. Medicine},
volume = {69},
pages = {286--297},
year = {2016}
}
@proceedings{DBLP:conf/cores/2015,
editor = {Robert Burduk and
Konrad Jackowski and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {Proceedings of the 9th International Conference on Computer Recognition
Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015},
series = {Advances in Intelligent Systems and Computing},
volume = {403},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/cores/PuchalaKK15,
author = {Edward Puchala and
Maciej Krysmann and
Marek Kurzynski},
title = {Hilbert-Huang Transform Applied to the Recognition of Multimodal Biosignals
in the Control of Bioprosthetic Hand},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {403},
pages = {565--575},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/gcai/Kurzynski15,
author = {Marek Kurzynski},
title = {Multiclassifier System with Dynamic Model of Classifier Competence
Applied to the Control of Bioprosthetic Hand},
booktitle = {{GCAI}},
series = {EPiC Series in Computing},
volume = {36},
pages = {163--175},
publisher = {EasyChair},
year = {2015}
}
@inproceedings{DBLP:conf/ideal/TrajdosK15,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {An Extension of Multi-label Binary Relevance Models Based on Randomized
Reference Classifier and Local Fuzzy Confusion Matrix},
booktitle = {{IDEAL}},
series = {Lecture Notes in Computer Science},
volume = {9375},
pages = {69--76},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/ijcci/KurzynskiTK15,
author = {Marek Kurzynski and
Pawel Trajdos and
Maciej Krysmann},
title = {Dynamic Feature Selection with Wrapper Model and Ensemble Approach
based on Measures of Local Relevances and Group Diversity using Genetic
Algorithm},
booktitle = {{IJCCI} {(ECTA)}},
pages = {167--173},
publisher = {SciTePress},
year = {2015}
}
@inproceedings{DBLP:conf/mie/Kurzynski15,
author = {Marek Kurzynski},
title = {Dynamic Feature Selection Applied to the Recognition of Grasping Movements
in the Control of Bioprosthetic Hand},
booktitle = {{MIE}},
series = {Studies in Health Technology and Informatics},
volume = {210},
pages = {484--488},
publisher = {{IOS} Press},
year = {2015}
}
@inproceedings{DBLP:conf/trustcom/TrajdosK15,
author = {Pawel Trajdos and
Marek Kurzynski},
title = {Multi-label Stream Classification Using Extended Binary Relevance
Model},
booktitle = {TrustCom/BigDataSE/ISPA {(2)}},
pages = {205--210},
publisher = {{IEEE}},
year = {2015}
}
@incollection{DBLP:series/sci/WolczowskiK15,
author = {Andrzej Wolczowski and
Marek Kurzynski},
title = {Control of Hand Prosthesis Using Fusion of Biosignals and Information
from Prosthesis Sensors},
booktitle = {Computational Intelligence and Efficiency in Engineering Systems},
series = {Studies in Computational Intelligence},
volume = {595},
pages = {259--273},
publisher = {Springer},
year = {2015}
}
@article{DBLP:journals/ijon/LysiakKW14,
author = {Rafal Lysiak and
Marek Kurzynski and
Tomasz Woloszynski},
title = {Optimal selection of ensemble classifiers using measures of competence
and diversity of base classifiers},
journal = {Neurocomputing},
volume = {126},
pages = {29--35},
year = {2014}
}
@inproceedings{DBLP:conf/icinco/LysiakK14,
author = {Rafal Lysiak and
Marek Kurzynski},
title = {The Impact of the Diversity on Multiple Classifier System Performance
- Identifying Changes in the Amount of Fuel in the Fleet Management
System},
booktitle = {{ICINCO} {(1)}},
pages = {348--354},
publisher = {SciTePress},
year = {2014}
}
@inproceedings{DBLP:conf/ictai/KurzynskiKTW14,
author = {Marek Kurzynski and
Maciej Krysmann and
Pawel Trajdos and
Andrzej Wolczowski},
title = {Two-Stage Multiclassifier System with Correction of Competence of
Base Classifiers Applied to the Control of Bioprosthetic Hand},
booktitle = {{ICTAI}},
pages = {620--626},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/isnn/KurzynskiW14,
author = {Marek Kurzynski and
Andrzej Wolczowski},
title = {Multiclassifier System with Fuzzy Inference Method Applied to the
Recognition of Biosignals in the Control of Bioprosthetic Hand},
booktitle = {{ISNN}},
series = {Lecture Notes in Computer Science},
volume = {8866},
pages = {469--478},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/sibgrapi/KurzynskiK14,
author = {Marek Kurzynski and
Maciej Krysmann},
title = {Fuzzy Inference Methods Applied to the Learning Competence Measure
in Dynamic Classifier Selection},
booktitle = {{SIBGRAPI}},
pages = {180--187},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/cores/KrysmannK13,
author = {Maciej Krysmann and
Marek Kurzynski},
title = {Methods of Learning Classifier Competence Applied to the Dynamic Ensemble
Selection},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {226},
pages = {151--160},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/cores/LysiakK13,
author = {Rafal Lysiak and
Marek Kurzynski},
title = {Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {226},
pages = {773--782},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/cores/WolczowskiSGK13,
author = {Andrzej Wolczowski and
Przemyslaw Szec{\'{o}}wka and
Jacek Gora and
Marek Kurzynski},
title = {Hardware Implementation of Fourier Transform for Real Time {EMG} Signals
Recognition},
booktitle = {{CORES}},
series = {Advances in Intelligent Systems and Computing},
volume = {226},
pages = {783--792},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/medinfo/Kurzynski13,
author = {Marek Kurzynski},
title = {On a Two-Level Multiclassifier System with Error Correction Applied
to the Control of Bioprosthetic Hand},
booktitle = {MedInfo},
series = {Studies in Health Technology and Informatics},
volume = {192},
pages = {1093},
publisher = {{IOS} Press},
year = {2013}
}
@proceedings{DBLP:conf/cores/2013,
editor = {Robert Burduk and
Konrad Jackowski and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {Proceedings of the 8th International Conference on Computer Recognition
Systems {CORES} 2013, Milkow, Poland, 27-29 May 2013},
series = {Advances in Intelligent Systems and Computing},
volume = {226},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/es/KurzynskiW12,
author = {Marek Kurzynski and
Michal Wozniak},
title = {Combining classifiers under probabilistic models: experimental comparative
analysis of methods},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {29},
number = {4},
pages = {374--393},
year = {2012}
}
@article{DBLP:journals/inffus/WoloszynskiKPS12,
author = {Tomasz Woloszynski and
Marek Kurzynski and
Pawel Podsiadlo and
Gwidon W. Stachowiak},
title = {A measure of competence based on random classification for dynamic
ensemble selection},
journal = {Inf. Fusion},
volume = {13},
number = {3},
pages = {207--213},
year = {2012}
}
@inproceedings{DBLP:conf/itib/KurzynskiW12,
author = {Marek Kurzynski and
Andrzej Wolczowski},
title = {Control System of Bioprosthetic Hand Based on Advanced Analysis of
Biosignals and Feedback from the Prosthesis Sensors},
booktitle = {{ITIB}},
series = {Lecture Notes in Computer Science},
volume = {7339},
pages = {199--208},
publisher = {Springer},
year = {2012}
}
@article{DBLP:journals/pr/WoloszynskiK11,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {A probabilistic model of classifier competence for dynamic ensemble
selection},
journal = {Pattern Recognit.},
volume = {44},
number = {10-11},
pages = {2656--2668},
year = {2011}
}
@inproceedings{DBLP:conf/hais/LysiakKW11,
author = {Rafal Lysiak and
Marek Kurzynski and
Tomasz Woloszynski},
title = {Probabilistic Approach to the Dynamic Ensemble Selection Using Measures
of Competence and Diversity of Base Classifiers},
booktitle = {{HAIS} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {6679},
pages = {229--236},
publisher = {Springer},
year = {2011}
}
@incollection{DBLP:series/asc/AntosikK11,
author = {Bartlomiej Antosik and
Marek Kurzynski},
title = {New Measures of Classifier Competence - Heuristics and Application
to the Design of Multiple Classifier Systems},
booktitle = {Computer Recognition Systems 4},
series = {Advances in Intelligent and Soft Computing},
volume = {95},
pages = {197--206},
publisher = {Springer},
year = {2011}
}
@proceedings{DBLP:conf/hais/2011-1,
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6678},
publisher = {Springer},
year = {2011}
}
@proceedings{DBLP:conf/hais/2011-2,
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6679},
publisher = {Springer},
year = {2011}
}
@book{DBLP:series/asc/2011-95,
editor = {Robert Burduk and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {Computer Recognition Systems 4},
series = {Advances in Intelligent and Soft Computing},
volume = {95},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/es/WolczowskiK10,
author = {Andrzej Wolczowski and
Marek Kurzynski},
title = {Human-machine interface in bioprosthesis control using {EMG} signal
classification},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {27},
number = {1},
pages = {53--70},
year = {2010}
}
@inproceedings{DBLP:conf/anns/KurzynskiW10,
author = {Marek Kurzynski and
Andrzej Wolczowski},
title = {Neural Networks with {AR} Model Coefficients Applied to the {EMG}
Signal Classification},
booktitle = {{ANNIIP}},
pages = {81--86},
publisher = {{INSTICC} Press},
year = {2010}
}
@inproceedings{DBLP:conf/icpr/WoloszynskiK10,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {A Measure of Competence Based on Randomized Reference Classifier for
Dynamic Ensemble Selection},
booktitle = {{ICPR}},
pages = {4194--4197},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@article{DBLP:journals/eaai/WojtczakADWK09,
author = {Pawel Wojtczak and
Tito G. B. Amaral and
Oct{\'{a}}vio P{\'{a}}scoa Dias and
Andrzej Wolczowski and
Marek Kurzynski},
title = {Hand movement recognition based on biosignal analysis},
journal = {Eng. Appl. Artif. Intell.},
volume = {22},
number = {4-5},
pages = {608--615},
year = {2009}
}
@inproceedings{DBLP:conf/iciap/WoloszynskiK09,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {On a New Measure of Classifier Competence Applied to the Design of
Multiclassifier Systems},
booktitle = {{ICIAP}},
series = {Lecture Notes in Computer Science},
volume = {5716},
pages = {995--1004},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/mie/KurzynskiW09,
author = {Marek Kurzynski and
Andrzej Wolczowski},
title = {Control of Dexterous Bio-Prosthetic Hand via Sequential Recognition
of {EMG} Signals Using Fuzzy Relations},
booktitle = {{MIE}},
series = {Studies in Health Technology and Informatics},
volume = {150},
pages = {799--803},
publisher = {{IOS} Press},
year = {2009}
}
@incollection{DBLP:series/asc/KurzynskiZW09,
author = {Marek Kurzynski and
Andrzej Zolnierek and
Andrzej Wolczowski},
title = {Control of Bio-prosthetic Hand via Sequential Recognition of {EMG}
Signals Using Rough Sets Theory},
booktitle = {Computer Recognition Systems 3},
series = {Advances in Intelligent and Soft Computing},
volume = {57},
pages = {455--462},
publisher = {Springer},
year = {2009}
}
@incollection{DBLP:series/asc/WoloszynskiK09,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {On a New Measure of Classifier Competence in the Feature Space},
booktitle = {Computer Recognition Systems 3},
series = {Advances in Intelligent and Soft Computing},
volume = {57},
pages = {285--292},
publisher = {Springer},
year = {2009}
}
@book{DBLP:series/asc/2009-57,
editor = {Marek Kurzynski and
Michal Wozniak},
title = {Computer Recognition Systems 3},
series = {Advances in Intelligent and Soft Computing},
volume = {57},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/cimca/WoloszynskiK08,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {Combining Classifiers in a Tree Structure},
booktitle = {{CIMCA/IAWTIC/ISE}},
pages = {785--790},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/icaisc/KurzynskiR08,
author = {Marek Kurzynski and
Aleksander Rewak},
title = {The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to
the Supervised Pattern Recognition},
booktitle = {{ICAISC}},
series = {Lecture Notes in Computer Science},
volume = {5097},
pages = {620--631},
publisher = {Springer},
year = {2008}
}
@incollection{DBLP:series/asc/KurzynskiWT08,
author = {Marek Kurzynski and
Andrzej Wolczowski and
Mariusz Topolski},
title = {Control of Hand Bioprosthesis Via Sequential Recognition of Patient's
Intent Using Combination of Fuzzy Sets and Dempster-Shafer Theory},
booktitle = {Information Technologies in Biomedicine},
series = {Advances in Soft Computing},
volume = {47},
pages = {421--428},
publisher = {Springer},
year = {2008}
}
@incollection{DBLP:series/asc/SasK08,
author = {Jerzy Sas and
Marek Kurzynski},
title = {Semi-automatic Handwritten Word Segmentation Based on Character Width
Approximation Via Maximum Likelihood Method and Regression Model},
booktitle = {Computer Recognition Systems 2},
series = {Advances in Soft Computing},
volume = {45},
pages = {485--492},
publisher = {Springer},
year = {2008}
}
@incollection{DBLP:series/asc/WolczowskiK08,
author = {Andrzej Wolczowski and
Marek Kurzynski},
title = {Control of Dexterous Hand Via Recognition of {EMG} Signals Using Combination
of Decision-Tree and Sequential Classifier},
booktitle = {Computer Recognition Systems 2},
series = {Advances in Soft Computing},
volume = {45},
pages = {687--694},
publisher = {Springer},
year = {2008}
}
@book{DBLP:series/asc/2008-45,
editor = {Marek Kurzynski and
Edward Puchala and
Michal Wozniak and
Andrzej Zolnierek},
title = {Computer Recognition Systems 2},
series = {Advances in Soft Computing},
volume = {45},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/prib/ZolnierekK07,
author = {Andrzej Zolnierek and
Marek Kurzynski},
title = {Rough Sets and Fuzzy Sets Theory Applied to the Sequential Medical
Diagnosis},
booktitle = {{PRIB}},
series = {Lecture Notes in Computer Science},
volume = {4774},
pages = {311--322},
publisher = {Springer},
year = {2007}
}
@article{DBLP:journals/paa/BurdukK06,
author = {Robert Burduk and
Marek Kurzynski},
title = {Two-stage binary classifier with fuzzy-valued loss function},
journal = {Pattern Anal. Appl.},
volume = {9},
number = {4},
pages = {353--358},
year = {2006}
}
@inproceedings{DBLP:conf/icaisc/KurzynskiZ06,
author = {Marek Kurzynski and
Andrzej Zolnierek},
title = {Sequential Classification Via Fuzzy Relations},
booktitle = {{ICAISC}},
series = {Lecture Notes in Computer Science},
volume = {4029},
pages = {623--632},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/icann/KurzynskiPR06,
author = {Marek Kurzynski and
Edward Puchala and
Aleksander Rewak},
title = {The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition
Using Genetic Algorithm},
booktitle = {{ICANN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {4131},
pages = {21--30},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/iccsa/KurzynskiP06,
author = {Marek Kurzynski and
Edward Puchala},
title = {The Optimal Feature Extraction Procedure for Statistical Pattern Recognition},
booktitle = {{ICCSA} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {3982},
pages = {1210--1215},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/ismda/WoloszynskiK06,
author = {Tomasz Woloszynski and
Marek Kurzynski},
title = {Application of Combining Classifiers Using Dynamic Weights to the
Protein Secondary Structure Prediction - Comparative Analysis of Fusion
Methods},
booktitle = {{ISBMDA}},
series = {Lecture Notes in Computer Science},
volume = {4345},
pages = {83--91},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/bvai/Kurzynski05,
author = {Marek Kurzynski},
title = {Combining Rule-Based and Sample-Based Classifiers - Probabilistic
Approach},
booktitle = {{BVAI}},
series = {Lecture Notes in Computer Science},
volume = {3704},
pages = {298--307},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/caip/KurzynskiS05,
author = {Marek Kurzynski and
Jerzy Sas},
title = {Combining Character Level Classifier and Probabilistic Lexicons in
Handwritten Word Recognition - Comparative Analysis of Methods},
booktitle = {{CAIP}},
series = {Lecture Notes in Computer Science},
volume = {3691},
pages = {330--337},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/cimca/KurzynskiZ05,
author = {Marek Kurzynski and
Andrzej Zolnierek},
title = {Sequential Pattern Recognition: Naive Bayes Versus Fuzzy Relation
Method},
booktitle = {{CIMCA/IAWTIC}},
pages = {1165--1170},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/cores/SasK05,
author = {Jerzy Sas and
Marek Kurzynski},
title = {Multilevel Recognition of Structured Handprinted Documents - Probabilistic
Approach},
booktitle = {{CORES}},
series = {Advances in Soft Computing},
volume = {30},
pages = {723--730},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/cores/SasK05a,
author = {Jerzy Sas and
Marek Kurzynski},
title = {Application of Statistic Properties of Letters Succession in Polish
Language to Handprint Recognition},
booktitle = {{CORES}},
series = {Advances in Soft Computing},
volume = {30},
pages = {731--738},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/iscis/Kurzynski05,
author = {Marek Kurzynski},
title = {Fusion of Rule-Based and Sample-Based Classifiers - Probabilistic
Approach},
booktitle = {{ISCIS}},
series = {Lecture Notes in Computer Science},
volume = {3733},
pages = {533--542},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ismda/KurzynskiZ05,
author = {Marek Kurzynski and
Andrzej Zolnierek},
title = {Computer-Aided Sequential Diagnosis Using Fuzzy Relations - Comparative
Analysis of Methods},
booktitle = {{ISBMDA}},
series = {Lecture Notes in Computer Science},
volume = {3745},
pages = {242--251},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ismda/SasK05,
author = {Jerzy Sas and
Marek Kurzynski},
title = {Application of Three-Level Handprinted Documents Recognition in Medical
Information Systems},
booktitle = {{ISBMDA}},
series = {Lecture Notes in Computer Science},
volume = {3745},
pages = {1--12},
publisher = {Springer},
year = {2005}
}
@proceedings{DBLP:conf/cores/2005,
editor = {Marek Kurzynski and
Edward Puchala and
Michal Wozniak and
Andrzej Zolnierek},
title = {Computer Recognition Systems, Proceedings of the 4th International
Conference on Computer Recognition Systems, CORES'05, May 22-25, 2005,
Rydzyna Castle, Poland},
series = {Advances in Soft Computing},
volume = {30},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/cis/Kurzynski04,
author = {Marek Kurzynski},
title = {Consistency Conditions of the Expert Rule Set in the Probabilistic
Pattern Recognition},
booktitle = {{CIS}},
series = {Lecture Notes in Computer Science},
volume = {3314},
pages = {831--836},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/icaisc/Kurzynski04,
author = {Marek Kurzynski},
title = {Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation},
booktitle = {{ICAISC}},
series = {Lecture Notes in Computer Science},
volume = {3070},
pages = {1014--1019},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ismda/KurzynskiS04,
author = {Marek Kurzynski and
Jerzy Sas},
title = {Decision Support Server Architecture for Mobile Medical Applications},
booktitle = {{ISBMDA}},
series = {Lecture Notes in Computer Science},
volume = {3337},
pages = {105--116},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ismda/WolczowskiK04,
author = {Andrzej Wolczowski and
Marek Kurzynski},
title = {Control of Artificial Hand via Recognition of {EMG} Signals},
booktitle = {{ISBMDA}},
series = {Lecture Notes in Computer Science},
volume = {3337},
pages = {356--367},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ismda/Kurzynski03,
author = {Marek Kurzynski},
title = {Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure
in Children},
booktitle = {{ISMDA}},
series = {Lecture Notes in Computer Science},
volume = {2868},
pages = {99--108},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/fskd/Kurzynski02,
author = {Marek Kurzynski},
title = {Probabilistic algorithms, Neural Networks and Fuzzy System Applied
to the Multistage Diagnosis of Acute Abdominal Pain - {A} Comparative
Study of Methods},
booktitle = {{FSKD}},
pages = {245--249},
year = {2002}
}
@inproceedings{DBLP:conf/ismda/KurzynskiPS01,
author = {Marek Kurzynski and
Edward Puchala and
Jerzy Sas},
title = {Hybrid Pattern Recognition Algorithms with the Statistical Model Applied
to the Computer-Aided Medical Diagnosis},
booktitle = {{ISMDA}},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {133--139},
publisher = {Springer},
year = {2001}
}
@inproceedings{DBLP:conf/ismda/PuchalaK01,
author = {Edward Puchala and
Marek Kurzynski},
title = {Multitask Pattern Recognition Algorithm for the Medical Decision Support
System},
booktitle = {{ISMDA}},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {225--230},
publisher = {Springer},
year = {2001}
}
@incollection{DBLP:books/sp/00/Kurzynski00,
author = {Marek W. Kurzynski},
title = {Benchmark of Approaches to Sequential Diagnosis},
booktitle = {Artificial Neural Networks in Biomedicine},
series = {Perspectives in Neural Computing},
pages = {129--140},
publisher = {Springer},
year = {2000}
}
@inproceedings{DBLP:conf/sibgrapi/KurzynskiS98,
author = {Marek Kurzynski and
Jerzy Sas},
title = {Rule-based classification procedures related to the unprecisely formulated
expert rules},
booktitle = {{SIBGRAPI}},
pages = {241--245},
publisher = {{IEEE}},
year = {1998}
}
@inproceedings{DBLP:conf/aime/KurzynskiWB95,
author = {Marek Kurzynski and
Michal Wozniak and
Alexandra Blinowska},
title = {Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition
of Markov Chains},
booktitle = {{AIME}},
series = {Lecture Notes in Computer Science},
volume = {934},
pages = {405--406},
publisher = {Springer},
year = {1995}
}
@inproceedings{DBLP:conf/icpr/KurzynskiPB94,
author = {Marek Kurzynski and
Edward Puchala and
Alexandra Blinowska},
title = {A branch-and-bound algorithm for optimization of multiperspective
classifier},
booktitle = {{ICPR} {(2)}},
pages = {235--239},
publisher = {{IEEE}},
year = {1994}
}
@inproceedings{DBLP:conf/icpr/KurzynskiP92,
author = {Marek Kurzynski and
Edward Puchala},
title = {Algorithms of the multiperspective pattern recognition},
booktitle = {{ICPR} {(2)}},
pages = {627--630},
publisher = {{IEEE}},
year = {1992}
}
@article{DBLP:journals/prl/Kurzynski89,
author = {Marek Kurzynski},
title = {On the identity of optimal strategies for multistage classifiers},
journal = {Pattern Recognit. Lett.},
volume = {10},
number = {1},
pages = {39--46},
year = {1989}
}
@article{DBLP:journals/pr/Kurzynski88,
author = {Marek Kurzynski},
title = {On the multistage Bayes classifier},
journal = {Pattern Recognit.},
volume = {21},
number = {4},
pages = {355--365},
year = {1988}
}
@article{DBLP:journals/prl/Kurzynski83,
author = {Marek Kurzynski},
title = {Decision rules for a hierarchical classifier},
journal = {Pattern Recognit. Lett.},
volume = {1},
number = {5-6},
pages = {305--310},
year = {1983}
}
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