Alessandro Antonucci

Biography

Alessandro Antonucci is a senior researcher of the Dalle Molle Institute for Artificial Intelligence (IDSIA), located in Lugano, Switzerland. In particular, He is a member of the Imprecise Probability Group. He also teach Computational Mathematics at the University of Applied Sciences and Arts of Southern Switzerland (SUPSI). Most of his work is related to probabilistic graphical models: mainly Bayesian networks and their extensions to imprecise probability, which are called credal networks. He is especially interested in the application of these models to classification (this including the multilabel case) and, mostly, the development of knowledge-based decision support systems. Recently, he began to apply these models also to computer vision. At the present moment, He involved in a research project granted by Armasuisse for the development of knowledge-based systems for military decision making based on credal networks.

Research Interest

Research interests focus on probability theory, statistics, and data mining. More specifically on theoretical investigations and applications of the theory of imprecise probability.