Teacher: Prof. Alessandro D’Innocenzo
Duration: 12 hours
Where: Via the MS Team “PhD ICT – Seminars and Courses”
The course schedule will be the following:
Lecture 1 – 24/03/2021 – 9:00-12:00: Regression Trees (RT) and Random Forests (RF)
Lecture 2 – 26/03/2021 – 9:00-12:00: Switching ARX (SARX) models and Model Predictive Control (MPC)
Lecture 3 – 09/04/2021 – 9:00-12:00: Joint mathematical framework for RT/RF, SARX and MPC
Lecture 4 – 16/04/2021 – 9:00-12:00: Application to Climate control and Structural Health Monitoring in Building Management Systems
Course on “Machine Learning for Smart Cities Automation”