Connectionists: PhD Summer Course at DIBRIS: Machine Learning: A Computational Intelligence Approach

[Francesco Masulli]

MLCI - PhD Summer Course in Genova, Italy - June  5-9 2017


Machine Learning: A Computational Intelligence Approach (MLCI 2017)


Instructors:

Francesco Masulli
University of Genova - Italy (email: francesco.masulli at unige.it)

Stefano Rovetta
University of Genova - Italy (email: stefano.rovetta at unige.it)


Period: Jun 5-9, 2017  (Mon-Thu 11:00 am - 1:00 pm and 2:00 pm - 4:00 
pm; Fri 11:00 am - 1:00 pm  only)

Number of hours: 18

Summary: The Computational Intelligence is a set of methodologies for 
information processing inspired by natural systems that in recent 
decades have been successfully applied to the solution of complex 
problems. Among them, one can mention the Neural Networks, the 
Evolutionary Algorithms, the Swarm Intelligence models, the Simulated 
Annealing, and the Fuzzy sets and Systems. In this course we present 
some applications of Computational Intelligence methods to supervised 
and unsupervised problems of Machine Learning.

Syllabus: Supervised Classification, Neural Networks, Evaluation of 
Classifiers, Introduction to Clustering, Statistical Clustering, Fuzzy 
Sets, Fuzzy Clustering, Evolutionary Algorithms, Evolutionary 
Clustering, Applications.

The enrolment to the course is free, but registration is required by May 
29th, 2017 at 
https://docs.google.com/forms/d/e/1FAIpQLSfcDHwoqBvV6pmLvMaPDWojXAUXYkehaftKP0XKM0q1KeGV0w/viewform?usp=send_form


The course will be held in Genova in the heart of the Italian Riviera.

For more information see URL 
http://www.disi.unige.it/person/MasulliF/didattica/ML-CI-PhD/MLCI-2017.html