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ORCIDJoseph Giovanelli
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2020 – today
- 2024
[j5]Joseph Giovanelli
, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo:
Reproducible experiments for generating pre-processing pipelines for AutoETL. Inf. Syst. 120: 102314 (2024)- [j4]Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer:
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. Trans. Mach. Learn. Res. 2024 (2024) - [c5]Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer:
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. AAAI 2024: 12172-12180 - [c4]Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
AutoClues: Exploring Clustering Pipelines via AutoML and Diversification. PAKDD (1) 2024: 246-258 - 2023
- [j3]Matteo Francia, Joseph Giovanelli, Giuseppe Pisano:
HAMLET: A framework for Human-centered AutoML via Structured Argumentation. Future Gener. Comput. Syst. 142: 182-194 (2023) - [c3]Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Fine-grained Soil Moisture Monitoring with PLUTO. SEBD 2023: 545-554 - [i2]Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer:
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. CoRR abs/2306.08107 (2023) - [i1]Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer:
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. CoRR abs/2309.03581 (2023) - 2022
- [j2]Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Multi-sensor profiling for precision soil-moisture monitoring. Comput. Electron. Agric. 197: 106924 (2022) - [j1]Joseph Giovanelli, Besim Bilalli, Alberto Abelló:
Data pre-processing pipeline generation for AutoETL. Inf. Syst. 108: 101957 (2022) - [c2]Joseph Giovanelli, Giuseppe Pisano:
Towards Human-centric AutoML via Logic and Argumentation. EDBT/ICDT Workshops 2022 - 2021
- [c1]Joseph Giovanelli, Besim Bilalli, Alberto Abelló:
Effective data pre-processing for AutoML. DOLAP 2021: 1-10
Coauthor Index
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