Michal Wozniak
Michal Wozniak
Wroclaw University of Science and Technology (Politechnika Wrocławska)
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Cited by
Cited by
A survey of multiple classifier systems as hybrid systems
M Woźniak, M Grana, E Corchado
Information Fusion 16, 3-17, 2014
Ensemble learning for data stream analysis: A survey
B Krawczyk, LL Minku, J Gama, J Stefanowski, M Woźniak
Information Fusion 37, 132-156, 2017
A survey on data preprocessing for data stream mining: Current status and future directions
S Ramírez-Gallego, B Krawczyk, S García, M Woźniak, F Herrera
Neurocomputing 239, 39-57, 2017
Cost-sensitive decision tree ensembles for effective imbalanced classification
B Krawczyk, M Woźniak, G Schaefer
Applied Soft Computing 14, 554-562, 2014
Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets
JA Sáez, B Krawczyk, M Woźniak
Pattern Recognition 57, 164-178, 2016
Clustering-based ensembles for one-class classification
B Krawczyk, M Woźniak, B Cyganek
Information sciences 264, 182-195, 2014
One-class classifiers with incremental learning and forgetting for data streams with concept drift
B Krawczyk, M Woźniak
Soft Computing 19 (12), 3387-3400, 2015
Radial-based oversampling for noisy imbalanced data classification
M Koziarski, B Krawczyk, M Woźniak
Neurocomputing 343, 19-33, 2019
Diversity measures for one-class classifier ensembles
B Krawczyk, M Woźniak
Neurocomputing 126, 36-44, 2014
Soft computing methods applied to combination of one-class classifiers
T Wilk, M Wozniak
Neurocomputing 75 (1), 185-193, 2012
On the usefulness of one-class classifier ensembles for decomposition of multi-class problems
B Krawczyk, M Woźniak, F Herrera
Pattern Recognition 48 (12), 3969-3982, 2015
Nearest neighbor classification for high-speed big data streams using spark
S Ramírez-Gallego, B Krawczyk, S García, M Woźniak, JM Benítez, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (10), 2727-2739, 2017
Editorial: New trends and applications on hybrid artificial intelligence systems
E Corchado, M Graña, M Wozniak
Neurocomputing, 2011
Hybrid classifiers: methods of data, knowledge, and classifier combination
M Wozniak
Springer, 2013
A hybrid decision tree training method using data streams
M Wozniak
Knowledge and Information Systems, 1-13, 2010
Dynamic ensemble selection for multi-class classification with one-class classifiers
B Krawczyk, M Galar, M Woźniak, H Bustince, F Herrera
Pattern Recognition 83, 34-51, 2018
Optimization of multicast traffic in elastic optical networks with distance-adaptive transmission
K Walkowiak, R Goścień, M Klinkowski, M Woźniak
IEEE Communications Letters 18 (12), 2117-2120, 2014
Radial-based oversampling for multiclass imbalanced data classification
B Krawczyk, M Koziarski, M Woźniak
IEEE transactions on neural networks and learning systems 31 (8), 2818-2831, 2019
Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors
P Sobolewski, M Woźniak
Journal of Universal Computer Science 19 (4), 462-483, 2013
Combined classifier based on feature space partitioning
M Woźniak, B Krawczyk
International Journal of Applied Mathematics and Computer Science 22 (4 …, 2012
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