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Publication search results
found 101 matches
- 2024
- 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 abs/2407.18675 (2024) - 2023
- 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: 219-231 - 2022
- Michal Choras, Ryszard S. Choras, Marek Kurzynski, Pawel Trajdos, Jerzy Pejas, Tomasz Hyla:
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. Lecture Notes in Networks and Systems 255, Springer 2022, ISBN 978-3-030-81522-6 [contents] - 2021
- Pawel Trajdos, Marek Kurzynski:
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CORES/IP&C/ACS 2021: 3-13 - Pawel Trajdos, Marek Kurzynski:
Soft Confusion Matrix Classifier for Stream Classification. ICCS (3) 2021: 3-17 - Pawel Trajdos, Marek Kurzynski:
Soft Confusion Matrix Classifier for Stream Classification. CoRR abs/2109.07857 (2021) - Pawel Trajdos, Marek Kurzynski:
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CoRR abs/2109.07861 (2021) - 2020
- Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. ICCS (4) 2020: 88-102 - Robert Burduk, Marek Kurzynski, Michal Wozniak:
Progress in Computer Recognition Systems, International Conference on Computer Recognition Systems, CORES 2019, Polanica-Zdrój, Poland, 20-22 May, 2019. Advances in Intelligent Systems and Computing 977, Springer 2020, ISBN 978-3-030-19737-7 [contents] - 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): 389-416 (2019) - Pawel Trajdos, Marek Kurzynski:
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CORES 2019: 326-336 - Pawel Trajdos, Marek Kurzynski:
Dynamic Classifier Chains for Multi-label Learning. GCPR 2019: 567-580 - Pawel Trajdos, Marek Kurzynski:
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CoRR abs/1905.09820 (2019) - 2018
- Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models. Int. J. Neural Syst. 28(9): 1750062:1-1750062:19 (2018) - Pawel Trajdos, Marek Kurzynski:
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix. Pattern Recognit. Lett. 103: 60-67 (2018) - Marek Kurzynski, Pawel Trajdos:
An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions. CISP-BMEI 2018: 1-6 - Marek Kurzynski, Michal Wozniak, Robert Burduk:
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Polanica Zdroj, Poland, 22-24 May 2017. Advances in Intelligent Systems and Computing 578, 2018, ISBN 978-3-319-59161-2 [contents] - 2017
- Marek Kurzynski, Anna Jaskólska, 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: 311-321 (2017) - Jakub Kozerski, Marek Kurzynski:
On a New Method of Dynamic Integration of Fuzzy Linear Regression Models. CORES 2017: 182-190 - Marcin Majak, Marek Kurzynski:
On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier. CORES 2017: 258-267 - Pawel Trajdos, Marek Kurzynski:
Permutation-Based Diversity Measure for Classifier-Chain Approach. CORES 2017: 412-422 - Marek Kurzynski, Pawel Trajdos:
On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. DS 2017: 93-107 - 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: 174-185 - Pawel Trajdos, Marek Kurzynski:
Dynamic classifier chains for multi-label learning. CoRR abs/1710.07491 (2017) - Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. CoRR abs/1710.08729 (2017) - Pawel Trajdos, Marek Kurzynski:
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. CoRR abs/1710.09710 (2017) - 2016
- 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): 175 (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: 286-297 (2016) - Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek:
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015. Advances in Intelligent Systems and Computing 403, Springer 2016, ISBN 978-3-319-26225-3 [contents] - 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: 565-575
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