XLI Edition

Giancarlo Fortino

Giancarlo Fortino is Full Professor of Computer Engineering at the Department of Informatics, Modeling, Electronics and Systems (DIMES) of the University of Calabria (Unical), Rende (CS), Italy....

PhD Course: Knowledge Organization and Representation

This course aims to teach ways of formally representing knowledge using structured knowledge organization systems and, above all, ontologies, to enable the students to understand and effectively...

PhD Course: Mathematical Optimization for Machine Learning - Foundations

Behind every successful machine learning model lies an optimization problem. While algorithms are the engines of learning, the mathematical modeling of the objective function determines a model'...

PhD Course: Advanced cybersecurity

The course aims to discuss modern cybersecurity issues and provide an overview of research topics that have recently received significant attention. By taking the course, students will acquire k...

PhD Course: Federated Learning: Challenges, Trends and Emerging Applications

Federated Learning (FL) is a collaborative machine learning technique that trains a model using data from decentralized entities (i.e. IoT devices or Silos). This paradigm has emerging in academ...