Intelligent Systems
Intelligent Systems is an active area of research at the USI Faculty of Informatics. We work on Artificial Intelligence, Data Analysis, Data Mining, Machine Learning, Neural Networks, Optimization, Pattern Recognition, Robotics
People
Michael BronsteinProf. Bronstein's main research interests are theoretical and computational methods in metric geometry and their application to problems in computer vision, pattern recognition, shape analysis, computer graphics, image processing, and machine learning,
Illia HorenkoProf. Horenko works on stochastic modeling and computational time series analysis of real-life systems (e.g., on problems in fluid mechanics, climate/weather research, economy, sociology and biology).
Jürgen SchmidhuberProf. Schmidhuber is a director of the IDSIA research institute and interested in topics such as machine learning, mathematically optimal universal AI, artificial curiosity and creativity, artificial recurrent neural networks, adaptive robotics, complexity theory, digital physics, theory of beauty, and the fine arts.
Courses and Seminars
Master's Courses
- Intelligent Systems (Jürgen Schmidhuber)
- Heuristics (Luca Maria Gambardella)
- Heuristics Lab (Luca Maria Gambardella)
- Intelligent Information Access (Fabio Crestani)
- Modeling, Simulation and Optimization (Andrea Emilio Rizzoli)
- Modeling, Simulation, Optimization Lab (Andrea Emilio Rizzoli)
- Robotics (Alexander Förster)
- Robotics Lab (Alexander Förster)
- Uncertain Reasoning and Data Mining (Marco Zaffalon)
Bachelor's Courses
- Information and Knowledge Management: AI (Artificial Intelligence) (Luca Maria Gambardella)