Concepedia

Michał Woźniak

MW

89

Publications

6.3K

Citations

35

H-Index

2000

Active since

Affiliations

Wrocław University of Science and Technology(Current)

AGH University of Krakow

Virginia Commonwealth University

Universidad de Granada

Loughborough University

Michał Woźniak is an author at Wrocław University of Science and Technology specializing in engineering, data mining, and data science.

Top concepts

EngineeringData MiningData ScienceMachine LearningPattern RecognitionKnowledge DiscoveryComputer SciencePredictive AnalyticsArtificial IntelligenceStatistics

Publications per year

2000–2025

89

Publications

89

Ensemble learning for data stream analysis: A survey

Bartosz Krawczyk, Leandro L. Minku, João Gama et al. · Information Fusion · 2017 · 1K citations · Full text

Engineering, Machine Learning, Data Science +8

A survey of multiple classifier systems as hybrid systems

Michał Woźniak, Manuel Graña, Emilio Corchado · Information Fusion · 2013 · 905 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

A survey on data preprocessing for data stream mining: Current status and future directions

Sergio Ramírez‐Gallego, Bartosz Krawczyk, Salvador García et al. · Neurocomputing · 2017 · 478 citations

Current Status, Stream Processing, Data Stream +15

Cost-sensitive decision tree ensembles for effective imbalanced classification

Bartosz Krawczyk, Michał Woźniak, Gerald Schaefer · Applied Soft Computing · 2013 · 358 citations · Full text

Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets

José A. Sáez, Bartosz Krawczyk, Michał Woźniak · Pattern Recognition · 2016 · 235 citations

Data Classification, Classification Method, Engineering +7

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