PhD-Summer Course- Jun 4-7 2018 Genoa, Italy Machine Learning: A Computational Intelligence
Approach
|
| Francesco Masulli | DIBRIS - UniGe | (email: francesco.masulli@unige.it) |
| Stefano Rovetta |
DIBRIS - UniGe | (email: stefano.rovetta@unige.it) |
|
Grazyna Suchacka |
University of Opole, Poland |
(email: gsuchacka@uni.opole.pl) |
Monday, 4 June
10.00 - 12.00 Francesco Masulli, DIBRIS, University of Genoa, Italy
Course organization. Introduction to Computational Intelligence. Fuzzy Sets
13.30 - 14.30 Grażyna Suchacka, University of
Opole, Poland, Offline and online bot detection
based on Web traffic analysis
14.30 - 18.00 Stefano Rovetta, DIBRIS, University of Genoa, Italy
Introduction to artificial neural networks.
10.00 - 12.00 Stefano Rovetta, DIBRIS, University of Genoa, Italy
Learning in artificial neural networks.
13.30 - 14.30 Student Seminar: Alberto Cabri (DIBRIS, University of Genoa, Italy) Algorithms for real time BOT detection
14.30 - 18.00 Francesco Masulli, DIBRIS, University of Genoa, Italy
Fuzzy Systems
Wednesday, 6 June
10.00 - 12.00 Francesco Masulli, DIBRIS, University of Genoa, Italy
Unsupervised learning: the clustering problem
13.30 – 13.45 Marcello Morchio (Ericsson, Genoa, Italy)
The project Data Science Seed
13.45 – 14.45 Student Seminar: Muhammad Farrukh (DITEN, University of Genoa, Italy)
The Cognitive Radio Network using Machine Learning Approach
14.45 -18.00 Stefano Rovetta, DIBRIS, University of Genoa, Italy
Autoencoders. Deep learning.
Thursday, 7 June
10.00 -11.00 Stefano Rovetta, DIBRIS, University of Genoa, Italy
Other learning methods.
11.30 - 13.30 Francesco Masulli, DIBRIS, University of Genoa, Italy
Fuzzy
clustering.
Venue/Directions