Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand M Kurzynski, M Krysmann, P Trajdos, A Wolczowski Computers in biology and medicine 69, 286-297, 2016 | 46 | 2016 |
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix P Trajdos, M Kurzynski Pattern Recognition Letters 103, 60-67, 2018 | 24 | 2018 |
A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier P Trajdos, M Kurzynski International Journal of Applied Mathematics and Computer Science 26 (1 …, 2016 | 19 | 2016 |
An extension of multi-label binary relevance models based on randomized reference classifier and local fuzzy confusion matrix P Trajdos, M Kurzynski Intelligent Data Engineering and Automated Learning–IDEAL 2015: 16th …, 2015 | 14 | 2015 |
Dynamic classifier chains for multi-label learning P Trajdos, M Kurzynski Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019 | 11 | 2019 |
A correction method of a binary classifier applied to multi-label pairwise models P Trajdos, M Kurzynski International Journal of Neural Systems 28 (09), 1750062, 2018 | 10 | 2018 |
Linear classifier combination via multiple potential functions P Trajdos, R Burduk Pattern Recognition 111, 107681, 2021 | 8 | 2021 |
Multi-label stream classification using extended binary relevance model P Trajdos, M Kurzynski 2015 IEEE Trustcom/BigDataSE/ISPA 2, 205-210, 2015 | 8 | 2015 |
Two-stage multiclassifier system with correction of competence of base classifiers applied to the control of bioprosthetic hand M Kurzynski, M Krysmann, P Trajdos, A Wolczowski 2014 IEEE 26th International Conference on Tools with Artificial …, 2014 | 8 | 2014 |
Combination of linear classifiers using score function–analysis of possible combination strategies P Trajdos, R Burduk Progress in Computer Recognition Systems 11, 348-359, 2020 | 7 | 2020 |
Construction of sequential classifier using confusion matrix R Burduk, P Trajdos IFIP International Conference on Computer Information Systems and Industrial …, 2013 | 7 | 2013 |
On a new competence measure applied to the dynamic selection of classifiers ensemble M Kurzynski, P Trajdos Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan …, 2017 | 5 | 2017 |
Multiclassifier system using class and interclass competence of base classifiers applied to the recognition of grasping movements in the control of bioprosthetic hand M Kurzynski, P Trajdos, A Wolczowski Progress in Artificial Intelligence: 18th EPIA Conference on Artificial …, 2017 | 4 | 2017 |
Permutation-based diversity measure for classifier-chain approach P Trajdos, M Kurzynski Proceedings of the 10th International Conference on Computer Recognition …, 2018 | 3 | 2018 |
Dynamic feature selection with wrapper model and ensemble approach based on measures of local relevances and group diversity using genetic algorithm M Kurzynski, P Trajdos, M Krysmann 2015 7th International Joint Conference on Computational Intelligence (IJCCI …, 2015 | 3 | 2015 |
Soft confusion matrix classifier for stream classification P Trajdos, M Kurzynski International conference on computational science, 3-17, 2021 | 2 | 2021 |
Combining linear classifiers using probability-based potential functions P Trajdos, R Burduk IEEE Access 8, 207947-207961, 2020 | 2 | 2020 |
A correction method of a base classifier applied to imbalanced data classification P Trajdos, M Kurzynski Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 1 | 2020 |
Randomized reference classifier with Gaussian distribution and soft confusion matrix applied to the improving weak classifiers P Trajdos, M Kurzynski Progress in Computer Recognition Systems 11, 326-336, 2020 | 1 | 2020 |
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification P Trajdos, M Majak arXiv preprint arXiv:1901.08827, 2019 | 1 | 2019 |