Joseph Giovanelli

15 papers A* 2C 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	HAMLET4Fairness: Enhancing Fairness in AI Pipelines Through Human-Centered AutoML and Argumentation. AAAI Joseph Giovanelli, Giuseppe Pisano, Roberta Calegari
2025	J	`jnl`	An auto-tuning process-based 3D model to forecast irrigation demand in kiwifruit. Ecol. Informatics Marco Bittelli, Matteo Francia, Joseph Giovanelli, Matteo Golfarelli, Fausto Tomei
2024	—	`conf`	AutoClues: Exploring Clustering Pipelines via AutoML and Diversification. PAKDD (1) Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
2024	J	`jnl`	AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. Trans. Mach. Learn. Res. Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
2024	A*	`conf`	Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. AAAI Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
2024	—	`—`	On the Democratization of AI: Bridging the Gap with AutoML. Joseph Giovanelli
2024	J	`jnl`	Reproducible experiments for generating pre-processing pipelines for AutoETL. Inf. Syst. Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo
2023	J	`jnl`	AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. CoRR Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
2023	—	`conf`	Fine-grained Soil Moisture Monitoring with PLUTO. SEBD Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
2023	J	`jnl`	HAMLET: A framework for Human-centered AutoML via Structured Argumentation. Future Gener. Comput. Syst. Matteo Francia, Joseph Giovanelli, Giuseppe Pisano
2023	J	`jnl`	Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. CoRR Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
2022	J	`jnl`	Data pre-processing pipeline generation for AutoETL. Inf. Syst. Joseph Giovanelli, Besim Bilalli, Alberto Abelló
2022	J	`jnl`	Multi-sensor profiling for precision soil-moisture monitoring. Comput. Electron. Agric. Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
2022	—	`conf`	Towards Human-centric AutoML via Logic and Argumentation. EDBT/ICDT Workshops Joseph Giovanelli, Giuseppe Pisano
2021	C	`conf`	Effective data pre-processing for AutoML. DOLAP Joseph Giovanelli, Besim Bilalli, Alberto Abelló