| 2020 | IJCNN | Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. | Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini |
| 2018 | IJCNN | Collaborative Energy Management in Micro-Grid environments through multi-objective optimization. | Marco Severini, Ornella Pisacane, Marco Fagiani, Stefano Squartini |
| 2017 | CEC | A new open-source Energy Management framework: Functional description and preliminary results. | Marco Fagiani, Marco Severini, Stefano Squartini, Lucio Ciabattoni, Francesco Ferracuti, Alessandro Fonti, Gabriele Comodi |
| 2016 | CEC | Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring. | Roberto Bonfigli, Marco Severini, Stefano Squartini, Marco Fagiani, Francesco Piazza |
| 2016 | CEC | Exploiting temporal features and pressure data for automatic leakage detection in smart water grids. | Marco Fagiani, Stefano Squartini, Roberto Bonfigli, Marco Severini, Francesco Piazza |
| 2015 | IJCNN | A novelty detection approach to identify the occurrence of leakage in smart gas and water grids. | Marco Fagiani, Stefano Squartini, Marco Severini, Francesco Piazza |
| 2015 | IJCNN | Energy management with the support of dynamic pricing strategies in real micro-grid scenarios. | Marco Severini, Stefano Squartini, Marco Fagiani, Francesco Piazza |
| 2014 | IJCNN | Computational framework based on task and resource scheduling for micro grid design. | Marco Severini, Stefano Squartini, Francesco Piazza |
| 2012 | ISNN | An Energy Aware Approach for Task Scheduling in Energy-Harvesting Sensor Nodes. | Marco Severini, Stefano Squartini, Francesco Piazza |