| Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures M Roccetti, G Delnevo, L Casini, G Cappiello Journal of Big Data 6 (1), 1-23, 2019 | 80 | 2019 |
| An alternative approach to dimension reduction for pareto distributed data: a case study M Roccetti, G Delnevo, L Casini, S Mirri Journal of big Data 8, 1-23, 2021 | 50 | 2021 |
| A cautionary tale for machine learning design: why we still need human-assisted big data analysis M Roccetti, G Delnevo, L Casini, P Salomoni Mobile Networks and Applications 25, 1075-1083, 2020 | 42 | 2020 |
| Questioning the seasonality of SARS-COV-2: a Fourier spectral analysis R Cappi, L Casini, D Tosi, M Roccetti BMJ open 12 (4), e061602, 2022 | 29 | 2022 |
| A cross-regional analysis of the COVID-19 spread during the 2020 Italian vacation period: results from three computational models are compared L Casini, M Roccetti Sensors 20 (24), 7319, 2020 | 25 | 2020 |
| Reopening Italy's Schools in September 2020: A Bayesian Estimation of the Change in the Growth Rate of New SARS-CoV-2 Cases L Casini, M Roccetti BMJOpen 11 (7), e051458, 2021 | 23 | 2021 |
| A human–AI collaboration workflow for archaeological sites detection L Casini, N Marchetti, A Montanucci, V Orrù, M Roccetti Scientific Reports 13 (1), 8699, 2023 | 16 | 2023 |
| Deep Water: Predicting water meter failures through a human-machine intelligence collaboration L Casini, G Delnevo, M Roccetti, N Zagni, G Cappiello Human Interaction and Emerging Technologies: Proceedings of the 1st …, 2020 | 15 | 2020 |
| Some reflections on the potential and limitations of deep learning for automated music generation L Casini, G Marfia, M Roccetti 2018 IEEE 29th annual international symposium on personal, indoor and mobile …, 2018 | 15 | 2018 |
| Fashion, digital technologies, and AI. Is the 2020 pandemic really driving a paradigm shift? L Casini, M Roccetti ZoneModa Journal 10 (2), 1-10, 2020 | 14 | 2020 |
| A paradox in ML design: less data for a smarter water metering cognification experience M Roccetti, G Delnevo, L Casini, N Zagni, G Cappiello proceedings of the 5th EAI international conference on smart objects and …, 2019 | 10 | 2019 |
| Potential and limitations of designing a deep learning model for discovering new archaeological sites: A case with the Mesopotamian floodplain M Roccetti, L Casini, G Delnevo, V Orrù, N Marchetti Proceedings of the 6th EAI International Conference on Smart Objects and …, 2020 | 9 | 2020 |
| Tradformer: A Transformer Model of Traditional Music Transcriptions L Casini, BLT Sturm Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022 | 8 | 2022 |
| The impact of AI on the musical world: will musicians be obsolete? L Casini, M Roccetti Studi di estetica, 2018 | 7 | 2018 |
| The Barrier of meaning in archaeological data science L Casini, M Roccetti, G Delnevo, N Marchetti, V Orrù arXiv preprint arXiv:2102.06022, 2021 | 6 | 2021 |
| When machines find sites for the archaeologists: A preliminary study with semantic segmentation applied on satellite imagery of the Mesopotamian floodplain L Casini, V Orrù, M Roccetti, N Marchetti Proceedings of the 2022 ACM Conference on Information Technology for Social …, 2022 | 5 | 2022 |
| A bayesian analysis of the inversion of the SARS-COV-2 case rate in the countries of the 2020 European Football Championship L Casini, M Roccetti Future Internet 13 (8), 212, 2021 | 4 | 2021 |
| Medical imaging and artificial intelligence L Casini, M Roccetti Philosophy of Advanced Medical Imaging, 81-95, 2020 | 4 | 2020 |
| Investigating the Viability of Masked Language Modeling for Symbolic Music Generation in abc-notation L Casini, N Jonason, BLT Sturm International Conference on Computational Intelligence in Music, Sound, Art …, 2024 | 3 | 2024 |
| Retrieval Augmented Generation of Symbolic Music with LLMs N Jonason, L Casini, C Thomé, BLT Sturm arXiv preprint arXiv:2311.10384, 2023 | 3 | 2023 |
Marco RoccettiProfessor, Department of Computer Science, University of BolognaVerified email at Unibo.it
