Piattaforma Kiro - Didattica Curriculare 3+2 e Lauree Magistrali Ciclo Unico

Fuzzy Systems and Evolutionary Computing

• All lectures will be recorded and videos will be made available on this webpage.
  

  Lectures
  

  • Wednesday 13:15-16:00 (U5/2109)
    
  • Thursday 13:15-15:00 (U5/2107)

  First lecture: Wednesday 5 October 2022 

  Instructors
  

  Tal Orenshtein, Emanuele Dolera

The course aims to provide students with the main concepts behind the management of data originating from the Web and social media, from collection to modeling, to subsequent analysis and search.

Students will be able, in particular, to collect and store data from the Social Web, either through the use of APIs or scraping, to use advanced representations (both topological and semantic), and to analyze and visualize complex network structures and related analyses. Part of the course will focus especially on the concepts of "Web search" and "social search" and the study of the most appropriate models and dimensions of relevance in the context of the Social Web.

Through a series of lectures and case studies students will gain an understanding of challenges in using machine learning in health care and its application in medicine. The course will cover key use cases such as clinical decision support, personalized medicine and electronic phenotyping.