Scholar
Gautam Biswas
Google Scholar ID: -m5wrTkAAAAJ
Cornelius Vanderbilt Professor of Engineering; Professor of Computer Science and Engineering
Citations & Impact
Citations
7,356
H-index
39
i10-index
173
Publications
20
Co-authors
100
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- IEEE Life Fellow (2020), IEEE Fellow (2014)
- Fellow of the Prognostics and Health Management (PHM) Society (2016)
- Fellow of the Asia Pacific Society for Computers in Education (APSCE) (2020)
- NASA 2011 Aeronautics Research Mission Directorate Technology and Innovation Group Award (with Xenofon Koutsoukos and Honeywell Research)
- EDM 2023 Prof. Ramkumar Educational Data Mining Test of Time Award for the paper: 'A contextualized, differential sequence mining method to derive students’ learning behavior patterns'
- Over 600 refereed publications
Research Experience
- Conducts research in intelligent systems focusing on monitoring, control, and fault adaptivity of complex cyber-physical systems
- Applies deep reinforcement learning, unsupervised/semi-supervised anomaly detection, and online risk/safety analysis to air and marine vehicles and smart buildings
- Collaborated with Honeywell Technical Center and NASA Ames on aircraft diagnostic and prognostic systems
- Develops intelligent open-ended learning environments for STEM+CS education, using learning analytics to link student behaviors to metacognitive and self-regulated learning strategies
- Analyzes multimodal data from augmented reality training environments to study individual and team performance
- Co-PI of the NSF AI Institute for Engaged Learning (ENGAGE AI)
- Co-PI of the IES GenAI for STEM Education Center (GENIUS)
- Research funded by the U.S. Army, Navy, NASA, NSF, DARPA, and Department of Education
