Joseph Giovanelli

According to our database, Joseph Giovanelli authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reproducible experiments for generating pre-processing pipelines for AutoETL.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo

Inf. Syst., February, 2024

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

Trans. Mach. Learn. Res., 2024

AutoClues: Exploring Clustering Pipelines via AutoML and Diversification.

Matteo Francia, Joseph Giovanelli, Matteo Golfarelli

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning.

Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

HAMLET: A framework for Human-centered AutoML via Structured Argumentation.

Matteo Francia, Joseph Giovanelli, Giuseppe Pisano

Future Gener. Comput. Syst., May, 2023

Fine-grained Soil Moisture Monitoring with PLUTO.

Matteo Francia, Joseph Giovanelli, Matteo Golfarelli

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022

Data pre-processing pipeline generation for AutoETL.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló

Inf. Syst., 2022

Multi-sensor profiling for precision soil-moisture monitoring.

Matteo Francia, Joseph Giovanelli, Matteo Golfarelli

Comput. Electron. Agric., 2022

Towards Human-centric AutoML via Logic and Argumentation.

Joseph Giovanelli, Giuseppe Pisano

Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

2021

Effective data pre-processing for AutoML.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló

Proceedings of the 23rd International Workshop on Design, 2021