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ORCIDPawel Trajdos
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2020 – today
- 2024
[j9]Pawel Trajdos
, Robert Burduk:
Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners. Knowl. Based Syst. 303: 112411 (2024)- [i11]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
- [c19]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 - [c18]Pawel Trajdos, Robert Burduk, Andrzej Kasprzak:
Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary. ICAISC (2) 2023: 402-411 - [e2]Robert Burduk, Michal Choras, Rafal Kozik, Pawel Ksieniewicz, Tomasz Marciniak, Pawel Trajdos:
Progress on Pattern Classification, Image Processing and Communications - Proceedings of the CORES and IP&C Conferences 2023, Wrocław, Poland. Lecture Notes in Networks and Systems 766, Springer 2023, ISBN 978-3-031-41629-3 [contents] - 2022
- [j8]Pawel Trajdos, Robert Burduk:
Probability-driven scoring functions in combining linear classifiers. J. Univers. Comput. Sci. 28(3): 269-291 (2022) - [e1]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
- [j7]Pawel Trajdos, Robert Burduk:
Linear classifier combination via multiple potential functions. Pattern Recognit. 111: 107681 (2021) - [c17]Pawel Trajdos, Marek Kurzynski:
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CORES/IP&C/ACS 2021: 3-13 - [c16]Pawel Trajdos, Marek Kurzynski:
Soft Confusion Matrix Classifier for Stream Classification. ICCS (3) 2021: 3-17 - [i10]Pawel Trajdos, Robert Burduk:
Probability-driven scoring functions in combining linear classifiers. CoRR abs/2109.07815 (2021) - [i9]Pawel Trajdos, Marek Kurzynski:
Soft Confusion Matrix Classifier for Stream Classification. CoRR abs/2109.07857 (2021) - [i8]Pawel Trajdos, Marek Kurzynski:
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CoRR abs/2109.07861 (2021) - 2020
- [j6]Pawel Trajdos, Robert Burduk:
Combining Linear Classifiers Using Probability-Based Potential Functions. IEEE Access 8: 207947-207961 (2020) - [c15]Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. ICCS (4) 2020: 88-102 - [i7]Pawel Trajdos, Robert Burduk:
Linear Classifier Combination via Multiple Potential Functions. CoRR abs/2010.00844 (2020)
2010 – 2019
- 2019
- [j5]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) - [c14]Pawel Trajdos, Marek Kurzynski:
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CORES 2019: 326-336 - [c13]Pawel Trajdos, Robert Burduk:
Combination of Linear Classifiers Using Score Function - Analysis of Possible Combination Strategies. CORES 2019: 348-359 - [c12]Pawel Trajdos, Marek Kurzynski:
Dynamic Classifier Chains for Multi-label Learning. GCPR 2019: 567-580 - [i6]Pawel Trajdos, Marcin Majak:
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification. CoRR abs/1901.08827 (2019) - [i5]Pawel Trajdos, Robert Burduk:
Combination of linear classifiers using score function - analysis of possible combination strategies. CoRR abs/1905.09522 (2019) - [i4]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
- [j4]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) - [j3]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) - [c11]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 - 2017
- [c10]Pawel Trajdos, Marek Kurzynski:
Permutation-Based Diversity Measure for Classifier-Chain Approach. CORES 2017: 412-422 - [c9]Marek Kurzynski, Pawel Trajdos:
On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. DS 2017: 93-107 - [c8]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 - [i3]Pawel Trajdos, Marek Kurzynski:
Dynamic classifier chains for multi-label learning. CoRR abs/1710.07491 (2017) - [i2]Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. CoRR abs/1710.08729 (2017) - [i1]Pawel Trajdos, Marek Kurzynski:
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. CoRR abs/1710.09710 (2017) - 2016
- [j2]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) - [j1]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) - 2015
- [c7]Pawel Trajdos, Marek Kurzynski:
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. IDEAL 2015: 69-76 - [c6]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: 167-173 - [c5]Pawel Trajdos, Marek Kurzynski:
Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) 2015: 205-210 - 2014
- [c4]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: 620-626 - 2013
- [c3]Robert Burduk, Pawel Trajdos:
Construction of Sequential Classifier Using Confusion Matrix. CISIM 2013: 401-407 - [c2]Robert Burduk, Pawel Trajdos:
Construction of Sequential Classifier Based on Broken Stick Model. HAIS 2013: 132-139 - [c1]Robert Burduk, Pawel Trajdos:
Construction of Sequential Classifier Based on MacArthur's Overlapping Niches Model. IP&C 2013: 255-262
Coauthor Index
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last updated on 2024-09-22 00:34 CEST by the dblp team
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