MLCI-2015 PhD Summer Course in Genova, Italy - Jul 6-10, 2015
Machine Learning: A Computational Intelligence Approach (MLCI-2015)

Instructors:

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

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

Sushmita Mitra
Indian Statistical Institute, Kolkata, India (email: sushmita@isical.ac.in)

Period: Jul 6-10 2015 (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 enrollment to the course is free, but registration is required by
June 30th, 2015
athttps://docs.google.com/forms/d/1B2ozQHk_XiiTBFBZLlahnuphB_3WNPuS6RUOP-rcU54/viewform?usp=send_form

The course will be activated if a minimal number of participants will
be reached.
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-2015.html