Analyzing how BERT performs entity matching M Paganelli, F Del Buono, A Baraldi, F Guerra Proceedings of the VLDB Endowment 15 (8), 1726-1738, 2022 | 40 | 2022 |
Using landmarks for explaining entity matching models A Baraldi, F Del Buono, M Paganelli, F Guerra Advances in Database Technology-EDBT 2021, 24th International Conference on …, 2021 | 21 | 2021 |
Novelty detection with autoencoders for system health monitoring in industrial environments F Del Buono, F Calabrese, A Baraldi, M Paganelli, F Guerra Applied Sciences 12 (10), 4931, 2022 | 20 | 2022 |
Data-driven predictive maintenance in evolving environments: A comparison between machine learning and deep learning for novelty detection F Del Buono, F Calabrese, A Baraldi, M Paganelli, A Regattieri Proceedings of the International Conference on Sustainable Design and …, 2021 | 11 | 2021 |
An Intrinsically Interpretable Entity Matching System A Baraldi, F Del Buono, F Guerra, M Paganelli, M Vincini EDBT, 2023 | 6 | 2023 |
Landmark explanation: An explainer for entity matching models A Baraldi, F Del Buono, M Paganelli, F Guerra Proceedings of the 30th ACM International Conference on Information …, 2021 | 6 | 2021 |
A Framework to Evaluate the Quality of Integrated Datasets FD Buono, G Faggioli, M Paganelli, A Baraldi, F Guerra, N Ferro ACM SIGAPP Applied Computing Review 22 (4), 5-23, 2023 | 1 | 2023 |
How Transformers Are Revolutionizing Entity Matching M Paganelli, D Tiano, F Del Buono, A Baraldi, R Benassi, G Guiduzzi, ... CEUR WORKSHOP PROCEEDINGS 3741, 662-670, 2024 | | 2024 |
Interpretable Entity Matching with WYM. A Baraldi, F Del Buono, F Guerra, G Guiduzzi, M Paganelli, M Vincini SEBD, 101-109, 2023 | | 2023 |
Landmark Explanation: a Tool for Entity Matching. A Baraldi, F Del Buono, M Paganelli, F Guerra SEBD, 69-76, 2022 | | 2022 |
Raggruppamenti di spiegazioni per valutare la qualità di un modello DL. A BARALDI | | 2020 |