Scholar
Grzegorz J. Nalepa
Google Scholar ID: D-h16N8AAAAJ
Jagiellonian University, Kraków, Poland
Artificial Intelligence
Knowledge Engineering
Explainable AI
Data Mining
Affective Computing
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Citations & Impact
All-time
Citations
1,349
H-index
18
i10-index
39
Publications
20
Co-authors
11
list available
Contact
LinkedIn
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Publications
10 items
Actionable and diverse counterfactual explanations incorporating domain knowledge and causal constraints
2025
Cited
0
Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction
2025
Cited
0
ProtoTSNet: Interpretable Multivariate Time Series Classification With Prototypical Parts
2025
Cited
0
From Prototypes to Sparse ECG Explanations: SHAP-Driven Counterfactuals for Multivariate Time-Series Multi-class Classification
2025
Cited
0
From SHAP to Rules: Distilling Expert Knowledge from Post-hoc Model Explanations in Time Series Classification
2025
Cited
0
Unfolding the Past: A Comprehensive Deep Learning Approach to Analyzing Incunabula Pages
2025
Cited
0
Knowledge Graphs for Digitized Manuscripts in Jagiellonian Digital Library Application
2025
Cited
0
Position Paper: Metadata Enrichment Model: Integrating Neural Networks and Semantic Knowledge Graphs for Cultural Heritage Applications
2025
Cited
0
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Resume (English only)
Academic Achievements
2012 POLITYKA Weekly Award for the most promising scientific achievements in technical sciences in Poland
Authored the monograph "Modeling with Rules Using Semantic Knowledge Engineering" (Springer, 2018)
Guest Editor for the 2020 Special Issue "Multimodal Sensing for Understanding Behavior and Personality" in Sensors journal
Active participant in top AI conferences including IJCAI-PRICAI 2020 and ECAI 2020
Publications indexed in Google Scholar, DBLP, ORCID, Scopus, ACM, IEEE, and other major academic databases
Education
1999: MSc. Eng. in Computer Science (Artificial Intelligence), AGH University of Science and Technology
2004: PhD in Computer Science (Artificial Intelligence), AGH University
2012: DSc (habilitation) in Computer Science, AGH University
2019: Full Professor title in Technical Sciences awarded by the President of the Republic of Poland
Also holds an MA in Philosophy from Jagiellonian University
Participated in the Cognitive Science program at Jagiellonian University (2009–2019)
Background
Active researcher in artificial intelligence, with research interests in affective computing, context-awareness, and ambient intelligence
Founder and coordinator of the GEIST (Group for Engineering of Intelligent Systems and Technologies) research group
Founder and coordinator of the AffCAI research group focused on affective computing, context-awareness, and ambient intelligence
President of the Polish Artificial Intelligence Society (PSSI), promoting and supporting AI in Poland
Motto: "Minds shape worlds!"
Co-authors
11 total
Szymon Bobek
Jagiellonian University
Antoni Ligęza
Professor of Computer Science, AGH University of Science and Technology, Krakow, Poland
Krzysztof Kutt
Jagiellonian University
Co-author 4
Co-author 5
Martin Atzmueller
Professor - Osnabrück University & Scientific Director - German Research Center for AI (DFKI)
Joachim Baumeister
University of Würzburg
Edyta Brzychczy Ph.D, D.Sc., Associate Professor
AGH University of Krakow, Cracow, Poland
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