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| 261462 | 105037953809 |
Paweł S. Trajdos, Marek Kurzyński
A compound classification system based on fuzzy relations applied to the noise-tolerant control of a bionic hand via EMG signal recognition. Pattern Analysis and Applications 2026 vol. 29, art. 92, s. 1-29.
| 2026 | |
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| 257471 | 105013026698 |
Paweł S. Trajdos, Marek Kurzyński
Cascade of one-class classifier ensemble and dynamic naive Bayes classifier applied to the myoelectric-based upper limb prosthesis control with contaminated channels detection. W: Progress in Pattern Classification and Machine Learning : Proceedings of the 14th International Conference on Computer Recognition Systems 2025 / eds. Paweł Trajdos, Robert Burduk. Cham : Springer Nature Switzerland AG, cop. 2025. s. 30-42.
Priorytetowe Obszary Badawcze: 1, 5
| 2025 | |
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| 257470 | |
Paweł S. Trajdos [Red.], Robert Burduk [Red.]
Progress in Pattern Classification and Machine Learning : Proceedings of the 14th International Conference on Computer Recognition Systems 2025. Cham : Springer Nature Switzerland AG, cop. 2025.X, 113 s.
(Lecture Notes in Networks and Systems)
| 2025 | |
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| 253469 | 85214325545 |
Paweł S. Trajdos
A noise-tolerant dual multi-classifier system with fuzzy model applied to the sEMG-based control of a bionic upper limb prosthesis. Biomedical Signal Processing and Control 2025 vol. 104, art. 107441, s. 1-19.
| 2025 | |
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| 252812 | |
Paweł S. Trajdos, Marek Kurzyński
A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis. W: Classifier Learning from Difficult Data, 19-20 October 2024, Santiago de Compostella, Spain / eds. Paweł Zyblewski [i in.]. [Cambridge, MA : JMLR], 2024. s. 1-20.
[Publikacja zarejestrowana jako preonline dn. 12.12.2024, rok zaliczenia 2024.
Wersja ostateczna zarejestrowana 12.12.2024, rok zaliczenia 2024.]
| 2024 | |
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| 249854 | 85202193337 |
Paweł S. Trajdos, Robert Burduk
Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners. Knowledge-Based Systems 2024 vol. 303, art. 112411, s. 1-15.
| 2024 | |
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7
| 243212 | 85183006909 |
Paweł S. Trajdos, Marek Kurzyński
Application of context-dependent interpretation of biosignals recognition to control a bionic multifunctional hand prosthesis. Biocybernetics and Biomedical Engineering 2024 vol. 44, nr 1, s. 161-182.
| 2024 | |
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| 242749 | 85180540463 |
Paweł S. Trajdos, Marek Kurzyński
Dynamic time warping technique applied to the user’s intent recognition for myoelectric-based control of upper limb prosthesis. W: Progress on Pattern Classification, Image Processing and Communications : Proceedings of the CORES and IP&C Conferences 2023 / eds. Robert Burduk [i in.]. Cham : Springer, cop. 2023. s. 219-231.
Priorytetowe Obszary Badawcze: 1, 5
| 2023 | |
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| 242504 | |
Robert Burduk [Red.], Michał Choraś [Red.]*, Rafał Kozik [Red.]*, Paweł Ksieniewicz [Red.], Tomasz Marciniak [Red.]*, Paweł S Trajdos [Red.]
Progress on Pattern Classification, Image Processing and Communications : Proceedings of the CORES and IP&C Conferences 2023. Cham : Springer, cop. 2023.XI, 246 s.
(Lecture Notes in Networks and Systems)
| 2023 | |
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10
| 242346 | 85174441225 |
Paweł S. Trajdos, Robert Burduk, Andrzej A Kasprzak
Combining linear classifiers using score function based on distance to decision boundary. W: Artificial Intelligence and Soft Computing : 22nd International Conference, ICAISC 2023, Zakopane, June 18-22, 2023 : proceedings. Pt. 2 / eds. Leszek Rutkowski [i in.]. Cham : Springer, cop. 2023. s. 402-411.
| 2023 | |
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