Stefan Trausan-MatuProfessor Habil.
areas of expertise
- Human-Centred Artificial Intelligence (AI)
- Natural Language Processing
- Human-Computer Interaction
- Learning Analytics
- AI for text stylometry and music analysis
education
- 2005 – Fulbright PostDoc, Drexel University, Philadelphia, PA, USA
- 1994 – Ph.D. in Computer Science, from the University Politehnica of Bucharest, Romania
- 1983 – Engineer (MSc) in Computer Science, University Politehnica of Bucharest
- 1977 – Informatics (Tudor Vianu) High School, Bucharest
Stefan Trausan-Matu is professor at the Computer Science Department of the N.S.T. University Politehnica Bucharest (UPB) and scientific researcher I at the Institute of Artificial Intelligence of the Romanian Academy. He is also the head of the Computer-Supported Collaborative Knowledge Construction (K-Teams) Laboratory in Precis, which includes 8 PhD researchers, more than 10 PhD students, and about 10 master students performing research since 2007 in many AI Natural Language Processing (NLP) projects. His research domains are artificial intelligence, natural language processing, discourse analysis, creativity, philosophy, ethics, religion-science dialogue, music, and e-learning.
AI should be human-centered, considering the interdisciplinary aspects, oriented to empowering human specific features (creativity, intuition, understanding, consciousness), considering humanities (philosophy, psychology, ethics, aesthetics, and art), and integrating symbolic and connectionist (deep neural networks) paradigms.
Dr. Trausan-Matu started research over 40 years ago as an AI pioneer in Romania. For two years after graduation, he developed computational geometry programs for assisting the design of integrated circuits at Microelectronica Factory in Bucharest. Between 1985 and 1994 he done research on AI at the Research Institute for Informatics (ICI) in Bucharest, in the last two years being the head of an AI laboratory. Since 1994 he moved to UPB, teaching, among other courses, AI (NLP) at the Computer Science Department, where he also conducted many hundreds of AI graduation and master thesis, and 28 PhD defended thesis on AI subjects. He was a Fulbright post-doc at Drexel University, Philadelphia, USA and visiting professor at Universities of Nantes, Lyon, Toulouse, and Grenoble in France. He has authored or edited 24 books, 59 book chapters and more than 525 peer-reviewed papers, at prestigious conferences (including rated A*/A – IJCAI, AAAI, AIED, ECAI) and journals, many Q1/Q2 (201 papers ISI-WOS, h-index ISI-WOS 13, Scopus 20, Scholar 31). He chaired international conferences (including rated A) and participated in the program or organizing committee of many others, was the Director of many research projects funded by the European Union or Romania, and participated in the program or organizing committee of many international conferences. He was awarded the Romanian Academy Award for the music-inspired polyphonic model of discourse and the associated analysis method that he introduced and applied in AI research.
Top publications
- How to Add a Human Touch and Analyze the Aesthetics in Music Generated with Artificial Intelligence (AI in Art Practices and Research Conference, UNATC ”I.L. Caragiale” din București): https://www.youtube.com/watch?v=vY2T5z9K4AU
- K-Teams laboratory presentation: https://www.youtube.com/watch?v=FeoutXa5i5w&t=13s