Francesco Del Buono

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Multivariate Time Series

Entity Resolution

Relational Dbms

Top Venues

Proc. VLDB Endow.

Publications

Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra
How Transformers Are Revolutionizing Entity Matching. SEBD (2024)
Angela Bonifati, Francesco Del Buono, Francesco Guerra, Miki Lombardi, Donato Tiano
Interpretable Clustering of Multivariate Time Series with Time2Feat. Proc. VLDB Endow. 16 (12) (2023)
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini
An Intrinsically Interpretable Entity Matching System. EDBT (2023)
Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello
Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies. Ital-IA (2023)
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini
Interpretable Entity Matching with WYM. SEBD (2023)
Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, Francesco Guerra
Analyzing How BERT Performs Entity Matching. Proc. VLDB Endow. 15 (8) (2022)
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
Landmark Explanation: a Tool for Entity Matching. SEBD (2022)
Angela Bonifati, Francesco Del Buono, Francesco Guerra, Donato Tiano
Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering. Proc. VLDB Endow. 16 (2) (2022)
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
Evaluating the integration of datasets. SAC (2022)
Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra
Transforming ML Predictive Pipelines into SQL with MASQ. SIGMOD Conference (2021)
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
Landmark Explanation: An Explainer for Entity Matching Models. CIKM (2021)
Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra, Maurizio Vincini
Automated Machine Learning for Entity Matching Tasks. EDBT (2021)
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
Using Landmarks for Explaining Entity Matching Models. EDBT (2021)
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
Unsupervised Evaluation of Data Integration Processes. iiWAS (2020)