Michal Wozniak
Michal Wozniak
Wroclaw University of Science and Technology (Politechnika Wrocławska)
Verified email at pwr.edu.pl - Homepage
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
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
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
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
Combined classifier based on feature space partitioning
M Woźniak, B Krawczyk
International Journal of Applied Mathematics and Computer Science 22 (4 …, 2012
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
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
Improved adaptive splitting and selection: the hybrid training method of a classifier based on a feature space partitioning
K Jackowski, B Krawczyk, M Woźniak
International journal of neural systems 24 (03), 1430007, 2014
Recent trends in intelligent data analysis
E Corchado, M Wozniak, A Abraham, ACPL Carvalho, V Snásel
Neurocomputing 126, 1-2, 2014
Some remarks on chosen methods of classifier fusion based on weighted voting
M Wozniak, K Jackowski
Hybrid Artificial Intelligence Systems, 541-548, 2009
Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas
K Jackowski, M Wozniak
Pattern Analysis & Applications 12 (4), 415-425, 2009
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