Faculty
Panagiotis (Panos) Markopoulos, Ph.D.
Associate Professor
Office: SP1 340E
Email: Panagiotis.Markopoulos@utsa.edu
Personal website
Areas of Specialization
- Artificial Intelligence
- Data Science
- Machine Learning
- Signal Processing
- Wireless Communications
Education
Ph.D. in Electrical Engineering; University at Buffalo, The State University of New York
M.S. in Electronic and Computer Engineering; Technical University of Crete, Greece
Engineering Diploma (5-year program) in Electronic and Computer Engineering; Technical University of Crete, Greece
Research Interests
Dr. Markopoulos's expertise is in the areas of machine learning, data analysis, and adaptive signal processing. His research mission is to advance efficient, explainable, and trustworthy artificial intelligence. Dr. Markopoulos focuses on theoretical (statistical, computational) foundations and on practical algorithmic solutions, applied to a wide range of real-world problems. His research has found important applications in remote sensing, computer vision, communication systems, and healthcare technology.
Current research topics include:
- Machine learning with limited, faulty, and corrupted data
- Incremental, dynamic, and continual machine learning
- Learning from multimodal data and deep learning fusion
- Optimizing neural network size and structure, in view of task and available data
- Tensor data analysis and processing
- Lp-norm formulations for robust machine learning and data analysis
Publications
