DataBase and Data Mining Group

Simone Monaco

Simone Monaco, PhD Student

Simone is a PhD student at the Department of Control and Computer Engineering. He obtained the Master’s degree jointly at Politecnico di Torino and Université Paris-Saclay (Paris Sud) on Physics of Complex Systems. He is currently working on Graph and Convolutional neural network applications to different domains. His research interest relates to theory-based machine learning strategies, i.e. the integration of data-agnostic prior knowledge to deep learning models to enhance their predictions.

Research Interests
  • Graph Neural Networks
  • Theory-based machine learning
  • Knowledge graph embedding

Scientific publications

S Monaco, D Apiletti, G Malnati

Electronics 11 (18), 2850

S Monaco, D Apiletti

European Conference on Advances in Databases and Information Systems, 256-265

S Monaco, N Bussola, S Butto, D Sona, D Apiletti, G Jurman, E Viola, …
2021 IEEE International Conference on Big Data (Big Data), 3923-3926

S Monaco, S Greco, A Farasin, L Colomba, D Apiletti, P Garza, …
Applied Sciences 11 (22), 11060

A complete list of publications can be found here.

Bachelor of Science

Master of Science

  • Big data: architectures and data analytics. A.A. 2022/23, Computer engineering. Teaching assistant