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Michał Woźniak

University of Information and Communication Technology

39H-index
459Paper Count
8.0KCitation Count
Published Papers 66
Publication Date
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Dynamic self-paced ensemble for imbalance-aware learning
errPattern Analysis and Applications
IF2
err2026-03-10
err0
PREAI
errAmgad M. Mohammed; Enrique Onieva; Michał Woźniak
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errSave
Clinical examination performance in rural longitudinal medical programmes
errEducation for Primary Care
IF1.1
err2025-10-01
err0
PREAI
errKhoo, Anthony; Michelmore, Peter; Joseph, Sheela; Szep, Michelle; Wozniak, Michal; Gleadle, Jonathan
errShare
errSave
Automatic Performance Assessment - Step Toward Autonomous Mobile Network Management Systems
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2025-01-01
err0
PREAI
errPanek, Michal; Jablonski, Ireneusz; Wozniak, Michal
errShare
errSave
Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-11-09
err0
errOAAI
errDuan, Hanxian; Jiang, Qian; Jin, Xin; Wozniak, Michal; Zhao, Yi; Wu, Liwen; Yao, Shaowen; Zhou, Wei
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errSave
A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
PREAI
errSvoboda, Radek; Basterrech, Sebastian; Kozal, Jedrzej; Platos, Jan; Wozniak, Michal
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errSave
Local neighborhood encodings for imbalanced data classification
errMACHINE LEARNING
IF2.9
err2024-06-10
err0
errOAAI
errKoziarski, Michal; Wozniak, Michal
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errSave
DMF-Net: A Dual Remote Sensing Image Fusion Network Based on Multiscale Convolutional Dense Connectivity With Performance Measure
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err1
PREAI
errGuo, Huanyu; Jin, Xin; Jiang, Qian; Wozniak, Michal; Wang, Puming; Yao, Shaowen
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errSave
Increasing depth of neural networks for life-long learning
errINFORMATION FUSION
IF15.5
err2023-10-01
err5
errOAAI
errKozal, Jedrzej; Wozniak, Michal
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errSave
5G/5G+network management employing AI-based continuous deployment
errAPPLIED SOFT COMPUTING
IF6.6
err2023-02-01
err8
PREAI
errPanek, Michal; Pomykala, Adam; Jablonski, Ireneusz; Wozniak, Michal
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errSave
SVM ensemble training for imbalanced data classification using multi-objective optimization techniques
errAPPLIED INTELLIGENCE
IF3.5
err2022-11-17
err3
errOAAI
errGrzyb, Joanna; Wozniak, Michal
errShare
errSave
Deterministic Sampling Classifier with weighted Bagging for drifted imbalanced data stream classification
errAPPLIED SOFT COMPUTING
IF6.6
err2022-06-01
err17
PREAI
errKlikowski, Jakub; Wozniak, Michal
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errSave
Technical solution to counter potential crime: Text analysis to detect fake news and disinformation
errnature computational science
IF3.7
err2022-04-01
err15
PREAI
errKozik, Rafal; Kula, Sebastian; Choras, Michal; Wozniak, Michal
errShare
errSave
Selective ensemble of classifiers trained on selective samples
errNEUROCOMPUTING
IF6.5
err2022-04-01
err12
PREAI
errMohammed, Amgad M.; Onieva, Enrique; Wozniak, Michal
errShare
errSave
An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation
errPATTERN RECOGNITION
IF7.6
err2022-04-01
err16
errOAAI
errMohammed, Amgad M.; Onieva, Enrique; Wozniak, Michal; Martinez-Munoz, Gonzalo
errShare
errSave
Multicriteria Classifier Ensemble Learning for Imbalanced Data
errIEEE ACCESS
IF3.6
err2022-01-01
err11
errOAAI
errWegier, Weronika; Koziarski, Michal; Wozniak, Micha
errShare
errSave
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification
errMACHINE LEARNING
IF2.9
err2021-10-14
err6
errOAAI
errKoziarski, Michal; Bellinger, Colin; Wozniak, Michal
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errSave
Editorial: Applying Machine Learning for Combating Fake News and Internet/Media Content Manipulation
errAPPLIED SOFT COMPUTING
IF6.6
err2021-10-01
err0
PREAI
errChoras, Michal; Demestichas, Konstantinos; Herrero, Alvaro; Wozniak, Michal
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errSave
How to design the fair experimental classifier evaluation
errAPPLIED SOFT COMPUTING
IF6.6
err2021-06-01
err51
PREAI
errStapor, Katarzyna; Ksieniewicz, Pawel; Garcia, Salvador; Wozniak, Michal
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errSave
Hellinger Distance Weighted Ensemble for imbalanced data stream classification
errnature computational science
IF3.7
err2021-04-01
err28
errOAAI
errGrzyb, Joanna; Klikowski, Jakub; Wozniak, Michal
errShare
errSave
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study
errAPPLIED SOFT COMPUTING
IF6.6
err2021-03-01
err55
errOAAI
errChoras, Michal; Demestichas, Konstantinos; Gielczyk, Agata; Herrero, Alvaro; Ksieniewicz, Pawel; Remoundou, Konstantina; Urda, Daniel; Wozniak, Michal
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
A
Ajith Abraham
H-index: 101 · Papers: 1.6K
H
Humberto Bustince
H-index: 75 · Papers: 610
M
Marios M. Polycarpou
H-index: 69 · Papers: 680
J
Jeng‐Shyang Pan
H-index: 68 · Papers: 1.3K
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