Maggio A.; Giuliani L.; Calegari R.; Lombardi M.; Milano M., A geometric framework for fairness, in: Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Aachen, CEUR-WS, 2023, 3523, pp. 1 - 17 (atti di: 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023, pol, 2023) [Contribution to conference proceedings]Open Access
Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele, An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations, in: Proceedings of ICCS 2023, 2023, pp. 353 - 366 (atti di: ICCS 2023, Prague, 3-5/07/2023) [Contribution to conference proceedings]
Marro Samuele, Lombardi Michele, Computational Asymmetries in Robust Classification, in: Proceedings of the 40th International Conference on Machine Learning, PMLR, 2023, 202, pp. 24082 - 24138 (atti di: ICML 2023, Honolulu, Hawaii (USA), 23-29/07/2023) [Contribution to conference proceedings]
Misino E.; Calegari R.; Lombardi M.; Milano M., FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System, in: CEUR Workshop Proceedings - Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Aachen, CEUR-WS, 2023, 3523, pp. 1 - 15 (atti di: 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023, Kraków, Poland, 2023) [Contribution to conference proceedings]Open Access
Giuliani L.; Misino E.; Lombardi M., Generalized Disparate Impact for Configurable Fairness Solutions in ML, in: Proceedings of the 40th International Conference on Machine Learning, PMLR, ML Research Press, 2023, 202, pp. 11443 - 11458 (atti di: 40th International Conference on Machine Learning, ICML 2023, usa, 2023) [Contribution to conference proceedings]Open Access
Magnini, Andrea; Lombardi, Michele; Bujari, Armir; Mattivi, Pietro; Shustikova, Iuliia; Persiano, Simone; Patella, Marco; Bitelli, Gabriele; Bellavista, Paolo; Lo Conti, Francesco; Tirri, Antonio; Bagli, Stefano; Mazzoli, Paolo; Castellarin, Attilio, Geomorphic flood hazard mapping: from floodplain delineation to flood hazard characterization, «HYDROLOGICAL SCIENCES JOURNAL», 2023, 68, pp. 2388 - 2403 [Scientific article]
Silvestri Mattia, Lombardi Michele, Mucchi Emiliano, Piantanida Marco, Cadei Luca, Magnago Giovanna, D'Ottavio Valentina, Tu Nguyen Van, Duma Simona, Taddei Silvia, Tiozzo Annagiulia, Corneo Andrea, Rocchi Laura, Di Gilferraro Pietro Coffari, Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant, in: OMC-2023, 2023, All Days, pp. 1 - 13 (atti di: OMC-2023, Ravenna, 24/10/2023) [Contribution to conference proceedings]
Baldo, Federico; Piovesan, Allison; Rakvin, Marijana; Ramacieri, Giuseppe; Locatelli, Chiara; Lanfranchi, Silvia; Onnivello, Sara; Pulina, Francesca; Caracausi, Maria; Antonaros, Francesca; Lombardi, Michele; Pelleri, Maria Chiara, Machine learning based analysis for intellectual disability in Down syndrome, «HELIYON», 2023, 9, Article number: e19444 , pp. 1 - 12 [Scientific article]Open Access
Silvestri M.; De Filippo A.; Ruggeri F.; Lombardi M., Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning, in: Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2022, 2022, 13292, pp. 358 - 373 (atti di: 19th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2022, Los Angeles, 20-23 giugno 2022) [Contribution to conference proceedings]Open Access
Federico Baldo, Michele Iannello, Michele Lombardi, Michela Milano, Informed Deep Learning for Epidemics Forecasting, in: 11th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2022, IOS Press BV, 2022, 351, pp. 86 - 99 (atti di: 11th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2022, co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence, IJCAI-ECAI 2022, aut, 2022) [Contribution to conference proceedings]Open Access
Magnini A.; Lombardi M.; Persiano S.; Tirri A.; Lo Conti F.; Castellarin A., Machine-learning blends of geomorphic descriptors: value and limitations for flood hazard assessment across large floodplains, «NATURAL HAZARDS AND EARTH SYSTEM SCIENCES», 2022, 22, pp. 1469 - 1486 [Scientific article]Open Access
Morais A.; Barbosa R.; Lourenco N.; Cerveira F.; Lombardi M.; Madeira H., Strategies for Improving the Error Robustness of Convolutional Neural Networks, in: Proceedings of QRS 2022, 2022, 2022-December, pp. 874 - 883 (atti di: QRS 2022, Guangzhou, China, December 5-9, 2022) [Contribution to conference proceedings]
Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantanida, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro, Supervised Anomaly Detection in Crude Oil Stabilization, in: 11th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2022, IOS Press BV, 2022, 351, pp. 114 - 127 (atti di: PAIS 2022, Vienna, Austria, 25 July 2022) [Contribution to conference proceedings]Open Access
Seravalli A.; Busani M.; Venturi S.; Brutti A.; Petrovich C.; Frascella A.; Paolucci F.; Di Felice M.; Lombardi M.; Bellodi E.; Zese R.; Bertasi F.; Balugani E.; Cecaj A.; Gamberini R.; Mamei M.; Picone M., Towards Smart Cities for Tourism: the POLIS-EYE Project, in: 2022 IEEE International Smart Cities Conference (ISC2), New York, IEEE, 2022, pp. 1 - 7 (atti di: ISC 2022, Pafos, Cyprus, September 26-29, 2022) [Contribution to conference proceedings]Open Access
Lombardi, Michele; Baldo, Federico; Borghesi, Andrea; Milano, Michela, An Analysis of Regularized Approaches for Constrained Machine Learning, in: Trustworthy AI - Integrating Learning, Optimization and Reasoning. TAILOR 2020., Cham, Springer, 2021, 12641, pp. 112 - 119 (atti di: 1st International Workshop on Trustworthy AI – Integrating Learning, Optimization and Reasoning, TAILOR 2020 held as a part of European Conference on Artificial Intelligence, ECAI 2020, Online, 4-5 September 2020) [Contribution to conference proceedings]Open Access
