Pawel Trajdos

According to our database, Pawel Trajdos authored at least 30 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners.

Pawel Trajdos, Robert Burduk

Knowl. Based Syst., 2024

A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis.

Pawel Trajdos, Marek Kurzynski

CoRR, 2024

2023

Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary.

Pawel Trajdos, Robert Burduk, Andrzej Kasprzak

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Progress on Pattern Classification, Image Processing and Communications, 2023

2022

Probability-driven scoring functions in combining linear classifiers.

Pawel Trajdos, Robert Burduk

J. Univers. Comput. Sci., 2022

2021

Linear classifier combination via multiple potential functions.

Pawel Trajdos, Robert Burduk

Pattern Recognit., 2021

Soft Confusion Matrix Classifier for Stream Classification.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Computational Science - ICCS 2021, 2021

Building an Ensemble of Classifiers via Randomized Models of Ensemble Members.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Progress in Image Processing, Pattern Recognition and Communication Systems, 2021

2020

Combining Linear Classifiers Using Probability-Based Potential Functions.

Pawel Trajdos, Robert Burduk

IEEE Access, 2020

A Correction Method of a Base Classifier Applied to Imbalanced Data Classification.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Computational Science - ICCS 2020, 2020

2019

An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework.

Pawel Trajdos, Marek Kurzynski

Pattern Anal. Appl., 2019

Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification.

Pawel Trajdos, Marcin Majak

CoRR, 2019

Dynamic Classifier Chains for Multi-label Learning.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Pattern Recognition, 2019

Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Progress in Computer Recognition Systems, 2019

Combination of Linear Classifiers Using Score Function - Analysis of Possible Combination Strategies.

Pawel Trajdos, Robert Burduk

Proceedings of the Progress in Computer Recognition Systems, 2019

2018

Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix.

Pawel Trajdos, Marek Kurzynski

Pattern Recognit. Lett., 2018

A Correction Method of a Binary Classifier Applied to Multi-Label Pairwise Models.

Pawel Trajdos, Marek Kurzynski

Int. J. Neural Syst., 2018

An Ensemble Pruning Method Based on Class and Inter-Class Competences for Computer-Aided Medical Decisions.

Marek Kurzynski, Pawel Trajdos

Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017

Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand.

Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski

Proceedings of the Progress in Artificial Intelligence, 2017

On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble.

Marek Kurzynski, Pawel Trajdos

Proceedings of the Discovery Science - 20th International Conference, 2017

Permutation-Based Diversity Measure for Classifier-Chain Approach.

Pawel Trajdos, Marek Kurzynski

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand.

Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski

Comput. Biol. Medicine, 2016

A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier.

Pawel Trajdos, Marek Kurzynski

Int. J. Appl. Math. Comput. Sci., 2016

2015

Multi-label Stream Classification Using Extended Binary Relevance Model.

Pawel Trajdos, Marek Kurzynski

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm.

Marek Kurzynski, Pawel Trajdos, Maciej Krysmann

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix.

Pawel Trajdos, Marek Kurzynski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

2014

Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand.

Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

Construction of Sequential Classifier Based on MacArthur's Overlapping Niches Model.

Robert Burduk, Pawel Trajdos

Proceedings of the Image Processing and Communications Challenges 5, 2013

Construction of Sequential Classifier Based on Broken Stick Model.

Robert Burduk, Pawel Trajdos

Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Construction of Sequential Classifier Using Confusion Matrix.

Robert Burduk, Pawel Trajdos

Proceedings of the Computer Information Systems and Industrial Management, 2013