Francesco Del Buono

18 papers A 1B 3C 1Misc 1Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Trend-Error Decomposition for Self-Supervised Time Series Learning in Multivariate Forecasting Task.
IEEE Access
Sara Pederzoli, Francesco Del Buono, Maurizio Vincini, Francesco Guerra
2025 — conf
Explaining Entity Matching Models with CREW.
SEBD
Riccardo Benassi, Michele Luca Contalbo, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Sara Pederzoli, Donato Tiano, Maurizio Vincini
2025 — conf
Forecasting Irregularly Sampled Time Series with Transformer Encoders.
ECML/PKDD (8)
Riccardo Benassi, Francesco Del Buono, Giacomo Guiduzzi, Francesco Guerra
2025 — conf
GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data.
ACL (Findings)
Michele Luca Contalbo, Sara Pederzoli, Francesco Del Buono, Venturelli Valeria, Francesco Guerra, Matteo Paganelli
2024 — conf
How Transformers Are Revolutionizing Entity Matching.
SEBD
Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra
2023 B conf
An Intrinsically Interpretable Entity Matching System.
EDBT
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini
2023 — conf
Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies.
Ital-IA
Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello
2023 J jnl
Interpretable Clustering of Multivariate Time Series with Time2Feat.
Proc. VLDB Endow.
Angela Bonifati, Francesco Del Buono, Francesco Guerra, Miki Lombardi, Donato Tiano
2023 — conf
Interpretable Entity Matching with WYM.
SEBD
Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini
2022 J jnl
Analyzing How BERT Performs Entity Matching.
Proc. VLDB Endow.
Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, Francesco Guerra
2022 Misc conf
Evaluating the integration of datasets.
SAC
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
2022 — conf
Landmark Explanation: a Tool for Entity Matching.
SEBD
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2022 J jnl
Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering.
Proc. VLDB Endow.
Angela Bonifati, Francesco Del Buono, Francesco Guerra, Donato Tiano
2021 B conf
Automated Machine Learning for Entity Matching Tasks.
EDBT
Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra, Maurizio Vincini
2021 A conf
Landmark Explanation: An Explainer for Entity Matching Models.
CIKM
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2021 — conf
Transforming ML Predictive Pipelines into SQL with MASQ.
SIGMOD Conference
Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra
2021 B conf
Using Landmarks for Explaining Entity Matching Models.
EDBT
Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
2020 C conf
Unsupervised Evaluation of Data Integration Processes.
iiWAS
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro