Pawel Trajdos - RankMe

46 papers B 2C 1Misc 2Journal 24Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Compound Classification System Based on Fuzzy Relations Applied to the Noise-Tolerant Control of a Bionic Hand via EMG Signal Recognition. CoRR Pawel Trajdos, Marek Kurzynski
2025	—	`conf`	A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis. CLD2 Pawel Trajdos, Marek Kurzynski
2025	J	`jnl`	A noise-tolerant dual multi-classifier system with fuzzy model applied to the sEMG-based control of a bionic upper limb prosthesis. Biomed. Signal Process. Control. Pawel Trajdos
2025	J	`jnl`	Application of Context-dependent Interpretation of Biosignals Recognition to Control a Bionic Multifunctional Hand Prosthesis. CoRR Pawel Trajdos, Marek Kurzynski
2025	J	`jnl`	Cascade of one-class classifier ensemble and dynamic naive Bayes classifier applied to the myoelectric-based upper limb prosthesis control with contaminated channels detection. CoRR Pawel Trajdos, Marek Kurzynski
2024	J	`jnl`	A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis. CoRR Pawel Trajdos, Marek Kurzynski
2024	J	`jnl`	Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners. Knowl. Based Syst. Pawel Trajdos, Robert Burduk
2023	—	`conf`	Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary. ICAISC (2) Pawel Trajdos, Robert Burduk, Andrzej Kasprzak
2023	—	`conf`	Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis. CORES/IP&C Pawel Trajdos, Marek Kurzynski
2023	—	`ed.`	Progress on Pattern Classification, Image Processing and Communications - Proceedings of the CORES and IP&C Conferences 2023, Wrocław, Poland. CORES/IP&C Robert Burduk, Michal Choras, Rafal Kozik, Pawel Ksieniewicz, Tomasz Marciniak, Pawel Trajdos
2022	J	`jnl`	Probability-driven scoring functions in combining linear classifiers. J. Univers. Comput. Sci. Pawel Trajdos, Robert Burduk
2022	—	`ed.`	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 CORES/IP&C/ACS Michal Choras, Ryszard S. Choras, Marek Kurzynski, Pawel Trajdos, Jerzy Pejas, Tomasz Hyla
2021	—	`conf`	Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CORES/IP&C/ACS Pawel Trajdos, Marek Kurzynski
2021	J	`jnl`	Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CoRR Pawel Trajdos, Marek Kurzynski
2021	J	`jnl`	Linear classifier combination via multiple potential functions. Pattern Recognit. Pawel Trajdos, Robert Burduk
2021	J	`jnl`	Probability-driven scoring functions in combining linear classifiers. CoRR Pawel Trajdos, Robert Burduk
2021	—	`conf`	Soft Confusion Matrix Classifier for Stream Classification. ICCS (3) Pawel Trajdos, Marek Kurzynski
2021	J	`jnl`	Soft Confusion Matrix Classifier for Stream Classification. CoRR Pawel Trajdos, Marek Kurzynski
2020	—	`conf`	A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. ICCS (4) Pawel Trajdos, Marek Kurzynski
2020	J	`jnl`	Combining Linear Classifiers Using Probability-Based Potential Functions. IEEE Access Pawel Trajdos, Robert Burduk
2020	J	`jnl`	Linear Classifier Combination via Multiple Potential Functions. CoRR Pawel Trajdos, Robert Burduk
2019	J	`jnl`	An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework. Pattern Anal. Appl. Pawel Trajdos, Marek Kurzynski
2019	J	`jnl`	Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification. CoRR Pawel Trajdos, Marcin Majak
2019	—	`conf`	Combination of Linear Classifiers Using Score Function - Analysis of Possible Combination Strategies. CORES Pawel Trajdos, Robert Burduk
2019	J	`jnl`	Combination of linear classifiers using score function - analysis of possible combination strategies. CoRR Pawel Trajdos, Robert Burduk
2019	—	`conf`	Dynamic Classifier Chains for Multi-label Learning. GCPR Pawel Trajdos, Marek Kurzynski
2019	—	`conf`	Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CORES Pawel Trajdos, Marek Kurzynski
2019	J	`jnl`	Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CoRR Pawel Trajdos, Marek Kurzynski
2018	J	`jnl`	A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models. Int. J. Neural Syst. Pawel Trajdos, Marek Kurzynski
2018	—	`conf`	An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions. CISP-BMEI Marek Kurzynski, Pawel Trajdos
2018	J	`jnl`	Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix. Pattern Recognit. Lett. Pawel Trajdos, Marek Kurzynski
2017	J	`jnl`	A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. CoRR Pawel Trajdos, Marek Kurzynski
2017	J	`jnl`	Dynamic classifier chains for multi-label learning. CoRR Pawel Trajdos, Marek Kurzynski
2017	Misc	`conf`	Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. EPIA Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski
2017	B	`conf`	On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. DS Marek Kurzynski, Pawel Trajdos
2017	—	`conf`	Permutation-Based Diversity Measure for Classifier-Chain Approach. CORES Pawel Trajdos, Marek Kurzynski
2017	J	`jnl`	Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. CoRR Pawel Trajdos, Marek Kurzynski
2016	J	`jnl`	A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier. Int. J. Appl. Math. Comput. Sci. Pawel Trajdos, Marek Kurzynski
2016	J	`jnl`	Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand. Comput. Biol. Medicine Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
2015	C	`conf`	An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. IDEAL Pawel Trajdos, Marek Kurzynski
2015	—	`conf`	Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm. IJCCI (ECTA) Marek Kurzynski, Pawel Trajdos, Maciej Krysmann
2015	—	`conf`	Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) Pawel Trajdos, Marek Kurzynski
2014	B	`conf`	Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand. ICTAI Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
2013	Misc	`conf`	Construction of Sequential Classifier Based on Broken Stick Model. HAIS Robert Burduk, Pawel Trajdos
2013	—	`conf`	Construction of Sequential Classifier Based on MacArthur's Overlapping Niches Model. IP&C Robert Burduk, Pawel Trajdos
2013	—	`conf`	Construction of Sequential Classifier Using Confusion Matrix. CISIM Robert Burduk, Pawel Trajdos