Machine Learning: A Computational Intelligence Approach

MLCI 2011 (9th edition)

Instructors:

Francesco Masulli	DIBRIS - UniGe	(email: francesco.masulli@unige.it)
Stefano Rovetta	DIBRIS - UniGe	(email: stefano.rovetta@unige.it)

Venue:

Venue: Virtual classes will take place on Microsoft Teams

Preliminary Program (time is CET)

Monday, 31 May 2021

11.00 - 13.30 Francesco Masulli, DIBRIS, University of Genoa, Italy

Course organization. Introduction to Computational Intelligence. Fuzzy Sets

14.30 – 17.00 Stefano Rovetta, DIBRIS, University of Genoa, Italy

Introduction to artificial neural networks.

Tuesday, 1 June 2021

10.30 – 13.00 Francesco Masulli, DIBRIS, University of Genoa, Italy
Fuzzy Systems

14.00 – 15.00 Zied Mnasri DIBRIS, University of Genoa, Italy

Application of machine learning in audio and speech processing.

15.00 – 17.30 Stefano Rovetta, DIBRIS, University of Genoa, Italy

Learning in artificial neural networks.

Wednesday, 2 June 2021 - Festa della Repubblica Italiana, NATIONAL HOLIDAY

NO LESSONS TODAY

Thursday, 3 June 2021

10.30 - 13.00 Francesco Masulli, DIBRIS, University of Genoa, Italy

Data Clustering

14.00 – 15.00 Alberto Cabri, DIBRIS, University of Genoa, Italy
A quantum-inspired approach for early classification of time series

15.00 -17.30 Stefano Rovetta, DIBRIS, University of Genoa, Italy
Autoencoders - Deep Learning

Friday, 4 June 2021

10.30 - 13.00 Francesco Masulli, DIBRIS, University of Genoa, Italy
Fuzzy clustering

14.00 - 16.30 Stefano Rovetta, DIBRIS, University of Genoa, Italy

Other learning methods.