GIOVANELLI, JOSEPH
GIOVANELLI, JOSEPH
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Assegnisti
AutoClues: Exploring Clustering Pipelines via AutoML and Diversification
2024 Francia M.; Giovanelli J.; Golfarelli M.
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks
2024 Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning
2024 Giovanelli, Joseph; Tornede, Alexander; Tornede, Tanja; Lindauer, Marius
Reproducible experiments for generating pre-processing pipelines for AutoETL
2024 Giovanelli, Joseph; Bilalli, Besim; Abelló, Alberto; Silva-Coira, Fernando; de Bernardo, Guillermo
Fine-grained Soil Moisture Monitoring with PLUTO
2023 Francia M.; Giovanelli J.; Golfarelli M.
HAMLET: A framework for Human-centered AutoML via Structured Argumentation
2023 Francia M.; Giovanelli J.; Pisano G.
Smart irrigation system for precision water management: effect on yield and fruit quality of yellow fleshed kiwifruit in northern Italy
2023 Baldi, E.; Quartieri, M.; Larocca, G.N.; Golfarelli, M.; Francia, M.; Giovanelli, J.; Xylogiannis, E.; Toselli, M.
Data pre-processing pipeline generation for AutoETL
2022 Giovanelli J.; Bilalli B.; Abello A.
Multi-sensor profiling for precision soil-moisture monitoring
2022 Francia M.; Giovanelli J.; Golfarelli M.
Towards Human-centric AutoML via Logic and Argumentation
2022 Giovanelli, Joseph; Pisano, Giuseppe
Effective data pre-processing for AutoML
2021 Giovanelli J.; Bilalli B.; Abello A.
Metodo e Sistema per il Monitoraggio dell'Umidità del Suolo
2021 Francia Matteo, Golfarelli Matteo, Giovanelli Joseph, Gallinucci Enrico, Baldi Elena, Quartieri Maurizio, Toselli Moreno
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| AutoClues: Exploring Clustering Pipelines via AutoML and Diversification | Francia M.; Giovanelli J.; Golfarelli M. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | _PAKDD__AutoML_clustering.pdf |
| AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks | Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah... Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer | 2024-01-01 | TRANSACTIONS ON MACHINE LEARNING RESEARCH | - | 1.01 Articolo in rivista | - |
| Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning | Giovanelli, Joseph; Tornede, Alexander; Tornede, Tanja; Lindauer, Marius | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Reproducible experiments for generating pre-processing pipelines for AutoETL | Giovanelli, Joseph; Bilalli, Besim; Abelló, Alberto; Silva-Coira, Fernando; de Bernardo, Guillermo | 2024-01-01 | INFORMATION SYSTEMS | - | 1.01 Articolo in rivista | - |
| Fine-grained Soil Moisture Monitoring with PLUTO | Francia M.; Giovanelli J.; Golfarelli M. | 2023-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper18.pdf |
| HAMLET: A framework for Human-centered AutoML via Structured Argumentation | Francia M.; Giovanelli J.; Pisano G. | 2023-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | FGCS_2022___HAMLET.pdf |
| Smart irrigation system for precision water management: effect on yield and fruit quality of yellow fleshed kiwifruit in northern Italy | Baldi, E.; Quartieri, M.; Larocca, G.N.; Golfarelli, M.; Francia, M.; Giovanelli, J.; Xylogiannis..., E.; Toselli, M. | 2023-01-01 | - | Wageningen Academic Publishers | 4.01 Contributo in Atti di convegno | [c18] 202307 - ECPA 2023 - Smart irrigation system for precision water management effect on yield and fruit quality of yellow fleshed kiwifruit in northern Italy.pdf |
| Data pre-processing pipeline generation for AutoETL | Giovanelli J.; Bilalli B.; Abello A. | 2022-01-01 | INFORMATION SYSTEMS | - | 1.01 Articolo in rivista | IS_2021.pdf |
| Multi-sensor profiling for precision soil-moisture monitoring | Francia M.; Giovanelli J.; Golfarelli M. | 2022-01-01 | COMPUTERS AND ELECTRONICS IN AGRICULTURE | - | 1.01 Articolo in rivista | watering_monitoring.pdf |
| Towards Human-centric AutoML via Logic and Argumentation | Giovanelli, Joseph; Pisano, Giuseppe | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Effective data pre-processing for AutoML | Giovanelli J.; Bilalli B.; Abello A. | 2021-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | dolap.pdf |
| Metodo e Sistema per il Monitoraggio dell'Umidità del Suolo |
Francia Matteo, Golfarelli Matteo, Giovanelli Joseph, Gallinucci Enrico, Baldi Elena, Quarti...eri Maurizio, Toselli Moreno |
2021-01-01 | - | - | 6.01 Brevetto | - |