Francesca Mangili

Biography

Jan 2013 — present Researcher at IDSIA, Dalle Molle Institute for Artificial Intelligence, Department of Innovative Technologies - SUPSI, University of Applied Sciences of Southern Switzerland Feb — Jul 2016 Teaching assistant of Applied statistics at SUPSI. Teaching and preparation of laboratory sessions. Feb — Jul 2015 Lecturer of Computational Mathematics and Algorithms at SUPSI. Responsible for teaching and exercise sessions. May — Jun 2012, Apr — Sep 2011, Jun — Sep 2010, Jun — Oct 2009 Visiting researcher at the Computerized Operation Support Systems division of the Institute for Energy Technology - OECD Halden Reactor Project, Halden, Norway. Development and application of data-mining and machine learning to component diagnostics and prognostics in the fields of nuclear energy and oil&gas production. Feb — May 2012 Teaching assistant of Nuclear power plants operations and maintenance at Politecnico di Milano. Teaching and preparation of laboratory sessions. Sep 2011 — Jan 2012 Teaching assistant of Computational methods for safety and risk analysis I and II at Politecnico di Milano. Teaching of exercise sessions and supervising projects.

Research Interest

Imprecise probabilities, Bayesian statistics, Hypothesis testing and decision making under uncertainty, Imprecise probabilities and prior near-ignorance, Nonparametric models, Robust estimation and predictive inference, Data mining and machine learning, Intelligent tutoring systems.