Kierownik programu kształcenia:
dr hab. Anna Paszyńska
tel. 12 664 459
anna.paszynska@uj.edu.pl
Biuro programu kształcenia:
mgr Ewa Lelektel. 12 664 4894
ewa.lelek@uj.edu.pl
tel. 12 664 4894
ewa.lelek@uj.edu.pl
Widok zawartości stron
Widok zawartości stron
tel. 12 664 4894
ewa.lelek@uj.edu.pl
Widok zawartości stron
prof. dr hab. inż. Grzegorz J. Nalepa
Name, position, faculty, institute/chair:
Grzegorz J. Nalepa, full professor (prof. dr hab. inż.), Faculty of Physics, Astronomy and Applied Computer Science, Institute of Applied Computer Science, Jagiellonian Human-Centered AI Laboratory
Short biogram:
Grzegorz J. Nalepa (GJN.re) is a full professor at the Jagiellonian University, formerly at the AGH University of Science and Technology, in Krakow, Poland. He is an engineer with degrees in computer science - artificial intelligence, and philosophy. He coordinates the GEIST.re research group in AI. He co-authored over two hundred research papers in international conferences and journals. He has been involved in tens of projects, including R+D projects with number of companies. He authored a book "Modeling with Rules using Semantic Knowledge Engineering" (Springer 2018). He received the POLITYKA weekly prize in 2012, and Polish Academy of Sciences, Committee of Computer Science prize for best monograph (Pawlak prize). In 2020 he founded the Jagiellonian Human-Centered AI Laboratory (JAHCAI).
Main scientific interests:
semantic data mining, explainable AI, knowledge representation and reasoning, knowledge graphs, affective computing, context awareness, applications of AI in Industry 4.0 and business, intersection of AI with law, digital humanities
Potential topics for PhD projects:
• explainable artificial intelligence (XAI) in data mining and hybrid intelligent systems
• data mining and intelligent analysis for time series (industrial, physiological, financial, etc.)
• computer-based modeling and recognition of human emotions, towards the humanized AI
• knowledge graphs for interaction modeling and collaborative knowledge engineering
• knowledge representation for digital humanities
Related research projects:
He is the leader of international collaborative CHIST-ERA projects http://xpm.geist.re, http://pacmel.geist.re, see also http://affcai.eu, https://www.geist.re/pub:projects:hulcka:start
Related papers:
See recent papers at: https://dblp.uni-trier.de/pid/37/873.html and https://scholar.google.com/citations?user=D-h16N8AAAAJ
Additional information:
Prospective PhD students will be involved in a vibrant team, current research projects, and papers. see http://gjn.re, https://www.geist.re, and https://www.geist.re/pub:projects:start
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