| A survey of multiple classifier systems as hybrid systems M Woźniak, M Grana, E Corchado Information Fusion 16, 3-17, 2014 | 1160 | 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 | 1139 | 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 | 558 | 2017 |
| Cost-sensitive decision tree ensembles for effective imbalanced classification B Krawczyk, M Woźniak, G Schaefer Applied Soft Computing 14, 554-562, 2014 | 413 | 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 | 281 | 2016 |
| Clustering-based ensembles for one-class classification B Krawczyk, M Woźniak, B Cyganek Information sciences 264, 182-195, 2014 | 171 | 2014 |
| Radial-based oversampling for noisy imbalanced data classification M Koziarski, B Krawczyk, M Woźniak Neurocomputing 343, 19-33, 2019 | 146 | 2019 |
| 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 | 133 | 2021 |
| 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 | 133 | 2020 |
| 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 |
| 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 | 109 | 2017 |
| 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 | 108 | 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 | 107 | 2019 |
| 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 | 105 | 2018 |
| 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 | 100 | 2021 |
| 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 | 90 | 2017 |
| How to design the fair experimental classifier evaluation K Stapor, P Ksieniewicz, S García, M Woźniak Applied Soft Computing 104, 107219, 2021 | 89 | 2021 |
| 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 | 89 | 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 | 88 | 2017 |
| Sentiment analysis for fake news detection by means of neural networks S Kula, M Choraś, R Kozik, P Ksieniewicz, M Woźniak 20th International Conference on Computational Science, ICCS 2020 12140 …, 2020 | 84 | 2020 |
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 KoziarskiThe Hospital for Sick Children; Vector InstituteVerified email at sickkids.ca
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
Álvaro HerreroFull Professor, University of BurgosVerified email at ubu.es
Piotr PorwikUniversity of Silesia, Katowice, PolandVerified email at us.edu.pl
Leandro MinkuAssociate Professor, University of BirminghamVerified email at bham.ac.uk
