Dariusz Brzeziński - Concepedia

Author

Dariusz Brzeziński

Poznań University of Technology ORCID

Also Known As

Brzezinski, Dariusz, Brzeziński, Dariusz, Dariusz Brzezinski, Dariusz Brzeziński

Publications

1.8K

Citations

H-Index

Concepts

All Affiliations

Poznań University of Technology Institute of Bioorganic Chemistry, Polish Academy of Sciences Adam Mickiewicz University in Poznań University of Virginia National Cancer Institute

About

Dariusz Brzeziński is an author at Poznań University of Technology specializing in engineering, data science, and medicine.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	1K
2	Medicine	6	6	106
3	Management	5	5	808
4	Natural Sciences	3	3	54
5	Health Sciences	1	1	13

Dariusz Brzeziński

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm Dariusz Brzeziński, Jerzy Stefanowski IEEE Transactions on Neural Networks and Learning Systems EngineeringMachine LearningShift DetectionStreaming AlgorithmDifferent Types	2013	415
Open challenges for data stream mining research Georg Krempl, Indrė Žliobaitė, Dariusz Brzeziński, ACM SIGKDD Explorations Newsletter Data StreamsData StreamEngineeringData ScienceData Mining	2014	286
Combining block-based and online methods in learning ensembles from concept drifting data streams Dariusz Brzeziński, Jerzy Stefanowski Information Sciences Incremental LearningEngineeringMachine LearningData ScienceData Mining	2013	177
Prequential AUC: properties of the area under the ROC curve for data streams with concept drift Dariusz Brzeziński, Jerzy Stefanowski Knowledge and Information Systems	2017	118
On the Dynamics of Classification Measures for Imbalanced and Streaming Data Dariusz Brzeziński, Jerzy Stefanowski, Robert Susmaga, IEEE Transactions on Neural Networks and Learning Systems EngineeringMachine LearningShift DetectionStreaming AlgorithmStreaming Data	2019	65
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams Dariusz Brzeziński, Leandro L. Minku, Tomasz Pewinski, Knowledge and Information Systems	2021	44
Ligand‐centered assessment of SARS‐CoV‐2 drug target models in the Protein Data Bank Alexander Wlodawer, Zbigniew Dauter, Mirosław Gilski, FEBS Journal	2020	42
Automatic recognition of ligands in electron density by machine learning Marcin Kowiel, Dariusz Brzeziński, Przemyslaw Porebski, Bioinformatics	2018	39
Crystallographic models of SARS-CoV-2 3CL<sup>pro</sup>: in-depth assessment of structure quality and validation Mariusz Jaskólski, Zbigniew Dauter, Mirosław Gilski, IUCrJ	2021	29
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings Robert Susmaga, Izabela Szczęch, Dariusz Brzeziński Applied Soft Computing Interactive VisualizationComputational Social ScienceRanking AlgorithmEngineeringInformation Retrieval	2024	29

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