Pawel Trajdos

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Confusion Matrix

Ensemble Pruning

Linear Classifiers

Scoring Functions

Top Venues

Publications

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 (2024)
Pawel Trajdos, Robert Burduk, Andrzej Kasprzak
Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary. ICAISC (2) (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)
Pawel Trajdos, Robert Burduk
Probability-driven scoring functions in combining linear classifiers. J. Univers. Comput. Sci. 28 (3) (2022)
Pawel Trajdos, Marek Kurzynski
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CORES/IP&C/ACS (2021)
Pawel Trajdos, Marek Kurzynski
Soft Confusion Matrix Classifier for Stream Classification. ICCS (3) (2021)
Pawel Trajdos, Marek Kurzynski
Soft Confusion Matrix Classifier for Stream Classification. CoRR (2021)
Pawel Trajdos, Marek Kurzynski
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. CoRR (2021)
Pawel Trajdos, Robert Burduk
Linear classifier combination via multiple potential functions. Pattern Recognit. 111 (2021)
Pawel Trajdos, Robert Burduk
Probability-driven scoring functions in combining linear classifiers. CoRR (2021)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. ICCS (4) (2020)
Pawel Trajdos, Robert Burduk
Combining Linear Classifiers Using Probability-Based Potential Functions. IEEE Access 8 (2020)
Pawel Trajdos, Robert Burduk
Linear Classifier Combination via Multiple Potential Functions. CoRR (2020)
Pawel Trajdos, Marek Kurzynski
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CORES (2019)
Pawel Trajdos, Marcin Majak
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification. CoRR (2019)
Pawel Trajdos, Robert Burduk
Combination of linear classifiers using score function - analysis of possible combination strategies. CoRR (2019)
Pawel Trajdos, Marek Kurzynski
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers. CoRR (2019)
Pawel Trajdos, Marek Kurzynski
Dynamic Classifier Chains for Multi-label Learning. GCPR (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) (2019)
Pawel Trajdos, Robert Burduk
Combination of Linear Classifiers Using Score Function - Analysis of Possible Combination Strategies. CORES (2019)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models. Int. J. Neural Syst. 28 (9) (2018)
Pawel Trajdos, Marek Kurzynski
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix. Pattern Recognit. Lett. 103 (2018)
Marek Kurzynski, Pawel Trajdos
An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions. CISP-BMEI (2018)
Pawel Trajdos, Marek Kurzynski
Dynamic classifier chains for multi-label learning. CoRR (2017)
Pawel Trajdos, Marek Kurzynski
Permutation-Based Diversity Measure for Classifier-Chain Approach. CORES (2017)
Marek Kurzynski, Pawel Trajdos
On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. DS (2017)
Pawel Trajdos, Marek Kurzynski
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. CoRR (2017)
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)
Pawel Trajdos, Marek Kurzynski
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. CoRR (2017)
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) (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 (2016)
Pawel Trajdos, Marek Kurzynski
Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) (2015)
Pawel Trajdos, Marek Kurzynski
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. IDEAL (2015)
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)
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)
Robert Burduk, Pawel Trajdos
Construction of Sequential Classifier Based on MacArthur's Overlapping Niches Model. IP&C (2013)
Robert Burduk, Pawel Trajdos
Construction of Sequential Classifier Using Confusion Matrix. CISIM (2013)
Robert Burduk, Pawel Trajdos
Construction of Sequential Classifier Based on Broken Stick Model. HAIS (2013)