PhD-Summer Course - Jun 1-5 2020  Genoa, Italy

 

Machine Learning: A Computational Intelligence Approach

MLCI 2010 (8th  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 LINK


Preliminary Program


Monday, 1 June

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, 2 June - Festa della Repubblica Italiana, NATIONAL HOLLYDAY

NO LESSONS TODAY




Wednesday, 3 June

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.


Thursday, 4 June

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

Unsupervised learning: the clustering problem


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, 5 June


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.