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Joseph Giovanelli
Joseph Giovanelli
University of Bologna
在 unibo.it 的电子邮件经过验证 - 首页
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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, ...
arXiv preprint arXiv:2306.08107, 2023
222023
Data pre-processing pipeline generation for AutoETL
J Giovanelli, B Bilalli, A Abelló
Information Systems 108, 101957, 2022
142022
Multi-sensor profiling for precision soil-moisture monitoring
M Francia, J Giovanelli, M Golfarelli
Computers and Electronics in Agriculture 197, 106924, 2022
122022
Effective data pre-processing for AutoML
J Giovanelli, B Bilalli, A Abelló Gamazo
Proceedings of the 23rd International Workshop on Design, Optimization …, 2021
122021
HAMLET: A framework for Human-centered AutoML via Structured Argumentation
M Francia, J Giovanelli, G Pisano
Future Generation Computer Systems, 2023
42023
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
22023
Towards Human-centric AutoML via Logic and Argumentation.
J Giovanelli, G Pisano
EDBT/ICDT Workshops, 1-7, 2022
22022
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
12024
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
Reproducible experiments for generating pre-processing pipelines for AutoETL
J Giovanelli, B Bilalli, A Abelló, F Silva-Coira, G de Bernardo
Information Systems, 102314, 2023
2023
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
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