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Michal Wozniak
Michal Wozniak
Other namesMicha³ Wo¼niak
Wroclaw University of Science and Technology (Politechnika Wroc³awska)
Verified email at pwr.edu.pl - Homepage
Title
Cited by
Cited by
Year
A survey of multiple classifier systems as hybrid systems
M Wo¼niak, M Grana, E Corchado
Information Fusion 16, 3-17, 2014
10972014
Ensemble learning for data stream analysis: A survey
B Krawczyk, LL Minku, J Gama, J Stefanowski, M Wo¼niak
Information Fusion 37, 132-156, 2017
9502017
A survey on data preprocessing for data stream mining: Current status and future directions
S Ramírez-Gallego, B Krawczyk, S García, M Wo¼niak, F Herrera
Neurocomputing 239, 39-57, 2017
4702017
Cost-sensitive decision tree ensembles for effective imbalanced classification
B Krawczyk, M Wo¼niak, G Schaefer
Applied Soft Computing 14, 554-562, 2014
3652014
Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets
JA Sáez, B Krawczyk, M Wo¼niak
Pattern Recognition 57, 164-178, 2016
2302016
Clustering-based ensembles for one-class classification
B Krawczyk, M Wo¼niak, B Cyganek
Information sciences 264, 182-195, 2014
1552014
Radial-based oversampling for noisy imbalanced data classification
M Koziarski, B Krawczyk, M Wo¼niak
Neurocomputing 343, 19-33, 2019
1132019
One-class classifiers with incremental learning and forgetting for data streams with concept drift
B Krawczyk, M Wo¼niak
Soft Computing 19 (12), 3387-3400, 2015
932015
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise
M Koziarski, M Wo¼niak, B Krawczyk
Knowledge-Based Systems 204 (arXiv preprint arXiv:2004.03406), 106223, 2020
902020
Radial-based oversampling for multiclass imbalanced data classification
B Krawczyk, M Koziarski, M Wo¼niak
IEEE transactions on neural networks and learning systems 31 (8), 2818-2831, 2019
852019
Monotonic classification: An overview on algorithms, performance measures and data sets
JR Cano, PA Gutiérrez, B Krawczyk, M Wo¼niak, S García
Neurocomputing 341, 168-182, 2019
822019
Nearest neighbor classification for high-speed big data streams using spark
S Ramírez-Gallego, B Krawczyk, S García, M Wo¼niak, JM Benítez, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (10), 2727-2739, 2017
802017
On the usefulness of one-class classifier ensembles for decomposition of multi-class problems
B Krawczyk, M Wo¼niak, F Herrera
Pattern Recognition 48 (12), 3969-3982, 2015
802015
Diversity measures for one-class classifier ensembles
B Krawczyk, M Wo¼niak
Neurocomputing 126, 36-44, 2014
802014
Soft computing methods applied to combination of one-class classifiers
T Wilk, M Wozniak
Neurocomputing 75 (1), 185-193, 2012
792012
Dynamic ensemble selection for multi-class classification with one-class classifiers
B Krawczyk, M Galar, M Wo¼niak, H Bustince, F Herrera
Pattern Recognition 83, 34-51, 2018
772018
CCR: A combined cleaning and resampling algorithm for imbalanced data classification
M Koziarski, M Wo¼niak
International Journal of Applied Mathematics and Computer Science 27 (4), 2017
772017
Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble
J Kowalski, B Krawczyk, M Wo¼niak
Engineering Applications of Artificial Intelligence 57, 134-141, 2017
762017
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams
P Zyblewski, R Sabourin, M Wozniak
Information Fusion 66 (https://doi.org/10.1016/j.inffus.2020.09), 138-154, 2021
742021
Hybrid classifiers: methods of data, knowledge, and classifier combination
M Wozniak
Springer, 2013
742013
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Articles 1–20