Michal Wozniak

Cited by

	All	Since 2016
Citations	4668	3463
h-index	28	25
i10-index	87	55

920

460

230

690

20102011201220132014201520162017201820192020202136 77 145 213 320 332 441 505 694 767 905 139

Co-authors

Bartosz KrawczykAssistant Professor of Computer Science, Virginia Commonwealth University, USAVerified email at vcu.edu
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Manuel grañaUpv/ehuVerified email at si.ehu.es
Krzysztof WalkowiakWroclaw University of Science and Technology (Politechnika Wrocławska)Verified email at pwr.edu.pl
Paweł KsieniewiczPhD, Wroclaw University of TechnologyVerified email at pwr.edu.pl
Francisco HerreraProfessor Computer Science and AI, Granada Univ.; Senior Associate Researcher in DL&ML at Sherpa.aiVerified email at decsai.ugr.es
Joao GamaProfessor, Faculty of Economics, University of PortoVerified email at fep.up.pt
Ajith AbrahamMachine Intelligence Research Labs (MIR Labs)Verified email at ieee.org
José A. SáezDepartment of Computer Science and Automatic, University of SalamancaVerified email at usal.es
Michał KoziarskiAGH University of Science and TechnologyVerified email at agh.edu.pl
Jerzy StefanowskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Sergio Ramírez-GallegoPhD. Student Computer Science, University of GranadaVerified email at decsai.ugr.es
Robert BurdukPolitechnika WrocławskaVerified email at pwr.edu.pl
Piotr PorwikUniversity of SIlesia, Katowice, PolandVerified email at us.edu.pl
Pawel ZyblewskiMSc, Wroclaw University of Science and Technology (Politechnika Wrocławska)Verified email at pwr.edu.pl
Leandro MinkuLecturer in Intelligent Systems, University of BirminghamVerified email at cs.bham.ac.uk
Dragan SimicProfessor, University Novi SadVerified email at uns.ac.rs
Svetlana SimićAssociated Professor, Medical Faculty, University of Novi SadVerified email at mf.uns.ac.rs
Jakub KlikowskiMSc, Wroclaw University of Science and TechnologyVerified email at pwr.edu.pl
Rafal KozikDepartment of Telecommunication Systems in the Institute of Telecommunications at University of Technology and Life Sciences (UTVerified email at utp.edu.pl

Michal Wozniak

Wroclaw University of Science and Technology (Politechnika Wrocławska)

Verified email at pwr.edu.pl - Homepage

Machine Learning Pattern Recognition Classifier Ensemble Data Stream Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A survey of multiple classifier systems as hybrid systems M Woźniak, M Grana, E Corchado Information Fusion 16, 3-17, 2014	834	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	511	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	246	2017
Cost-sensitive decision tree ensembles for effective imbalanced classification B Krawczyk, M Woźniak, G Schaefer Applied Soft Computing 14, 554-562, 2014	215	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	128	2016
Clustering-based ensembles for one-class classification B Krawczyk, M Woźniak, B Cyganek Information sciences 264, 182-195, 2014	113	2014
Soft computing methods applied to combination of one-class classifiers T Wilk, M Wozniak Neurocomputing 75 (1), 185-193, 2012	76	2012
Diversity measures for one-class classifier ensembles B Krawczyk, M Woźniak Neurocomputing 126, 36-44, 2014	75	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	71	2015
Editorial: New trends and applications on hybrid artificial intelligence systems E Corchado, M Graña, M Wozniak Neurocomputing, 2011	68	2011
A hybrid decision tree training method using data streams M Wozniak Knowledge and Information Systems, 1-13, 2010	64	2010
Hybrid classifiers: methods of data, knowledge, and classifier combination M Wozniak Springer, 2013	59	2013
Combined classifier based on feature space partitioning M Woźniak, B Krawczyk International Journal of Applied Mathematics and Computer Science 22 (4 …, 2012	58	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	57	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	54	2015
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	52	2014
Recent trends in intelligent data analysis E Corchado, M Wozniak, A Abraham, ACPL Carvalho, V Snásel Neurocomputing 126, 1-2, 2014	49	2014
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	48	2017
Some remarks on chosen methods of classifier fusion based on weighted voting M Wozniak, K Jackowski Hybrid Artificial Intelligence Systems, 541-548, 2009	48	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	45	2009

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors