| Automl in the age of large language models: Current challenges, future opportunities and risks A Tornede, D Deng, T Eimer, J Giovanelli, A Mohan, T Ruhkopf, S Segel, ... Transactions on Machine Learning Research (TMLR), 2023 | 37 | 2023 |
| Data pre-processing pipeline generation for AutoETL J Giovanelli, B Bilalli, A Abelló Information Systems 108, 101957, 2022 | 20 | 2022 |
| Multi-sensor profiling for precision soil-moisture monitoring M Francia, J Giovanelli, M Golfarelli Computers and Electronics in Agriculture 197, 106924, 2022 | 16 | 2022 |
| Effective data pre-processing for AutoML J Giovanelli, B Bilalli, A Abelló Gamazo Proceedings of the 23rd International Workshop on Design, Optimization …, 2021 | 16 | 2021 |
| HAMLET: A framework for Human-centered AutoML via Structured Argumentation M Francia, J Giovanelli, G Pisano Future Generation Computer Systems, 2023 | 7 | 2023 |
| Interactive hyperparameter optimization in multi-objective problems via preference learning J Giovanelli, A Tornede, T Tornede, M Lindauer Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 12172 …, 2024 | 6 | 2024 |
| Towards Human-centric AutoML via Logic and Argumentation. J Giovanelli, G Pisano EDBT/ICDT Workshops, 1-7, 2022 | 4 | 2022 |
| Smart irrigation system for precision water management: effect on yield and fruit quality of yellow fleshed kiwifruit in northern Italy E Baldi, M Quartieri, GN Larocca, M Golfarelli, M Francia, J Giovanelli, ... Precision agriculture'23, 59-66, 2023 | 3 | 2023 |
| Reproducible experiments for generating pre-processing pipelines for AutoETL J Giovanelli, B Bilalli, A Abelló, F Silva-Coira, G de Bernardo Information Systems 120, 102314, 2024 | 1 | 2024 |
| An auto-tuning process-based 3D model to forecast irrigation demand in kiwifruit M Bittelli, M Francia, J Giovanelli, M Golfarelli, F Tomei Ecological Informatics 85, 102947, 2025 | | 2025 |
| METHOD AND SYSTEM FOR SOIL-MOISTURE MONITORING M Francia, E Gallinucci, J Giovanelli, M Golfarelli, E Baldi, M Quartieri, ... US Patent App. 18/689,384, 2024 | | 2024 |
| AutoClues: Exploring Clustering Pipelines via AutoML and Diversification M Francia, J Giovanelli, M Golfarelli Pacific-Asia Conference on Knowledge Discovery and Data Mining, 246-258, 2024 | | 2024 |
| On the Democratization of AI: Bridging the Gap with AutoML J Giovanelli Alma Mater Studiorum - University of Bologna, 2024 | | 2024 |
| Fine-grained Soil Moisture Monitoring with PLUTO M Francia, J Giovanelli, M Golfarelli Proceedings 31st Italian Symposium on Advanced Database Systems 3478, 545-554, 2023 | | 2023 |
| Metodo e Sistema per il Monitoraggio dell'Umidità del Suolo M Francia, M Golfarelli, J Giovanelli, E Gallinucci, E Baldi, M Quartieri, ... | | 2021 |
| AutoML: A new methodology to automate data pre-processing pipelines J Giovanelli, M Golfarelli, A Abelló, B Bilalli | | 2020 |
| Modellazione di Mesh in Realtà Aumentata J Giovanelli | | 2017 |
Matteo FranciaPh.D. in Computer Science and Engineering, University of BolognaVerified email at unibo.it