Michal Wozniak

Cited by

	All	Since 2019
Citations	8816	5900
h-index	43	33
i10-index	131	85

1200

600

300

900

20102011201220132014201520162017201820192020202120222023202436 81 149 208 317 341 426 507 736 773 926 1085 1157 1048 888

Public access

View all

30 articles

33 articles

available

not available

Based on funding mandates

Co-authors

Bartosz KrawczykAssistant Professor, Center for Imaging Science, Rochester Institute of Technology, USAVerified email at rit.edu
Emilio CorchadoAssociate Professor of Computer Science, Salamanca UniversityVerified email at usal.es
Manuel grañaUpv/ehuVerified email at si.ehu.es
Paweł KsieniewiczWroclaw University of Science and TechnologyVerified email at pwr.edu.pl
Krzysztof WalkowiakWroclaw University of Science and Technology (Politechnika Wrocławska)Verified email at pwr.edu.pl
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
Michał KoziarskiMila, Université de MontréalVerified email at mila.quebec
Pawel ZyblewskiPhD, Wroclaw University of Science and Technology (Politechnika Wrocławska)Verified email at pwr.edu.pl
Jerzy StefanowskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Ajith AbrahamBennett University, IndiaVerified email at bennett.edu.in
Rafal KozikDepartment of Telecommunication Systems in the Institute of Telecommunications at University of Technology and Life Sciences (UTVerified email at utp.edu.pl
José A. SáezDept. of Statistics and Operations Research, University of GranadaVerified email at ugr.es
Sergio Ramírez-GallegoPhD. ML and Computer ScienceVerified email at thalesaleniaspace.com
Jakub KlikowskiPhD, Wroclaw University of Science and TechnologyVerified email at pwr.edu.pl
Robert BurdukPolitechnika WrocławskaVerified email at pwr.edu.pl
Piotr PorwikUniversity of Silesia, Katowice, PolandVerified email at us.edu.pl
Álvaro HerreroFull Professor, University of BurgosVerified email at ubu.es
Leandro MinkuAssociate Professor, University of BirminghamVerified email at bham.ac.uk
Enrique OnievaUniversity of DeustoVerified email at deusto.es

Michal Wozniak

Other namesMichał Woźniak

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	1153	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	1103	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	541	2017
Cost-sensitive decision tree ensembles for effective imbalanced classification B Krawczyk, M Woźniak, G Schaefer Applied Soft Computing 14, 554-562, 2014	397	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	276	2016
Clustering-based ensembles for one-class classification B Krawczyk, M Woźniak, B Cyganek Information sciences 264, 182-195, 2014	166	2014
Radial-based oversampling for noisy imbalanced data classification M Koziarski, B Krawczyk, M Woźniak Neurocomputing 343, 19-33, 2019	141	2019
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise M Koziarski, M Woźniak, B Krawczyk Knowledge-Based Systems 204 (arXiv preprint arXiv:2004.03406), 106223, 2020	121	2020
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study M Choraś, K Demestichas, A Giełczyk, Á Herrero, P Ksieniewicz, ... Applied Soft Computing, 2021	118	2021
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	113	2015
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	105	2019
Monotonic classification: An overview on algorithms, performance measures and data sets JR Cano, PA Gutiérrez, B Krawczyk, M Woźniak, S García Neurocomputing 341, 168-182, 2019	104	2019
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	98	2021
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	98	2018
CCR: A combined cleaning and resampling algorithm for imbalanced data classification M Koziarski, M Wożniak International Journal of Applied Mathematics and Computer Science 27 (4 …, 2017	98	2017
Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble J Kowalski, B Krawczyk, M Woźniak Engineering Applications of Artificial Intelligence 57, 134-141, 2017	88	2017
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	86	2017
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	86	2015
How to design the fair experimental classifier evaluation K Stapor, P Ksieniewicz, S García, M Woźniak Applied Soft Computing 104, 107219, 2021	83	2021
Diversity measures for one-class classifier ensembles B Krawczyk, M Woźniak Neurocomputing 126, 36-44, 2014	82	2014

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

Follow

Cited by

Co-authors