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UO > About > Organizational Structure > Faculties & Institutes > Institute for Research and Applications of Fuzzy Modeling

Katarzyna Kaczmarek-Majer


Academic degree, name, surname:
dr hab. Katarzyna Kaczmarek-Majer
Room, floor, building:
Position:
Research interests and teaching:
Soft Computing, Medical Data Stream Analysis, Explainable Artificial Intelligence, Linguistic Summarization
Department (Faculty):
Institute for Research and Applications of Fuzzy Modeling
Phone number, mobile:
E-mail:



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How to Evaluate Fuzzy Linguistic Summaries and Fuzzy Association Rules? A Pilot User Study in Monitoring Bipolar and Depressive Disorders
Katarzyna Kaczmarek-Majer, Martina Daňková, Marcin Ostrowski, Marlena Sokół-Szawłowska, Petr Hyner, Zahra Alijani, Adam Gȩdek, Małgorzata Sochacka, Anna Antosik-Wójcińska, Filip Dariusz Wichrowski, Jose Maria Alonso-Moral, Monika Dominiak ... other authors
Year: 2026, Information Systems Frontiers
journal article
 
Measuring the Temporal Stability of Fuzzy Linguistic Summaries about Time Series with Drifts
Marcin Ostrowski, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Year: 2026
abstract in proceedings
 
On the Dissimilarity of Fuzzy Information Granules
Katarzyna Kaczmarek-Majer, Martina Daňková
Year: 2026
abstract in proceedings
 
Qualitative Criteria for Fuzzy Linguistic Summaries with Absolute Linguistic Expressions
Katarzyna Miś, Katarzyna Kaczmarek-Majer, Michal Baczynski
Year: 2026
abstract in proceedings
 
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniele Schicchi, Davide Taibi, Gianluca Zaza ... other authors
Year: 2025, Evolving Systems
journal article
 
Implicational Quantifiers for Fuzzy Association Rule Mining: Theory and Application to Bipolar Disorder Data
Martina Daňková, Katarzyna Kaczmarek-Majer
Year: 2025
presentations (congresses, symposia, conferences, workshops)
 
Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis
Daniel Leite, Gabriella Casalino, Katarzyna Kaczmarek-Majer, Giovanna Castellano
Year: 2025, Fuzzy Sets and Systems
journal article
 

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