Jerzy Stefanowski - Publications, H-index & Citations

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Jerzy Stefanowski

poznan university of technology

45H-index

179Paper Count

9.1KCitation Count

Published Papers 15

Publication Date

DetoxAI: A Python Toolkit for Debiasing Deep Learning Models in Computer Vision

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X

IF0

2026-01-01

PREAI

Stepka, Ignacy; Sztukiewicz, Lukasz; Wilinski, Michal; Stefanowski, Jerzy

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Developing and Validating a Data-Driven Application for Street-Accessible Urban Bench Analysis and Planning to Support Evidence-Based Decision Making in Age-Friendly, Sustainable Cities

Sustainability 2025, Vol. 17, Page 8251

IF3.3

2025-09-30

OAAI

Agnieszka Ptak-Wojciechowska; Agata Gawlak; Patryk Maciejewski; Dmytro Romaniv; Michał Skrzypek; Dariusz Brzeziński; Jerzy Stefanowski

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Explaining data changes with prototypes: A measure-driven approach

Information Fusion

IF15.5

2025-08-09

OAAI

Jacek Karolczak; Jerzy Stefanowski

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Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2024-06-19

OAAI

Brzezinski, Dariusz; Stachowiak, Julia; Stefanowski, Jerzy; Szczech, Izabela; Susmaga, Robert; Aksenyuk, Sofya; Ivashka, Uladzimir; Yasinskyi, Oleksandr

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What makes multi-class imbalanced problems difficult? An experimental study

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-08-01

PREAI

Lango, Mateusz; Stefanowski, Jerzy

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On the Dynamics of Classification Measures for Imbalanced and Streaming Data

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-08-01

PREAI

Brzezinski, Dariusz; Stefanowski, Jerzy; Susmaga, Robert; Szczech, Izabela

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Ensemble learning for data stream analysis: A survey

INFORMATION FUSION

IF15.5

2017-09-01

672

OAAI

Krawczyk, Bartosz; Minku, Leandro L.; Gama, Joao; Stefanowski, Jerzy; Wozniak, Michal

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Addressing imbalanced data with argument based rule learning

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2015-12-01

PREAI

Napierala, Krystyna; Stefanowski, Jerzy

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Data stream classification and big data analytics

NEUROCOMPUTING

IF6.5

2015-02-01

PREAI

Krawczyk, Bartosz; Wozniak, Michal; Stefanowski, Jerzy

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Neighbourhood sampling in bagging for imbalanced data

NEUROCOMPUTING

IF6.5

2015-02-01

162

PREAI

Blaszczynski, Jerzy; Stefanowski, Jerzy

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Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-01-01

353

OAAI

Brzezinski, Dariusz; Stefanowski, Jerzy

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A comparison of two approaches to data mining from imbalanced data

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2005-12-01

PREAI

Grzymala-Busse, JW; Stefanowski, J; Wilk, S

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Induction of decision rules in classification and discovery-oriented perspectives

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2000-01-01

OAAI

Stefanowski, J; Vanderpooten, D

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Three discretization methods for rule induction

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2000-01-01

OAAI

Grzymala-Busse, JW; Stefanowski, J

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Feature subset selection for classification of histological images

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

1997-03-01

PREAI

Jelonek, J; Stefanowski, J

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Research Directions