Matteo Paganelli

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Machine Learning

Data Integration

Entity Resolution

Relational Dbms

Top Venues

Publications

Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra
How Transformers Are Revolutionizing Entity Matching. SEBD (2024)
Matteo Paganelli, Paolo Sottovia, Kwanahvun Park, Matteo Interlandi, Francesco Guerra
Pushing ML Predictions into DBMSs (Extended Abstract). ICDE (2024)
Riccardo Benassi, Francesco Guerra, Matteo Paganelli, Donato Tiano
Explaining Entity Matching with Clusters of Words. ICDE (2024)
Matteo Paganelli, Donato Tiano, Francesco Guerra
A multi-facet analysis of BERT-based entity matching models. VLDB J. 33 (4) (2024)
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
Pushing ML Predictions Into DBMSs. IEEE Trans. Knowl. Data Eng. 35 (10) (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)
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, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
Using Descriptions for Explaining Entity Matches (Discussion Paper). SEBD (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, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
Explaining data with descriptions. Inf. Syst. 92 (2020)
Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro
Unsupervised Evaluation of Data Integration Processes. iiWAS (2020)
Matteo Paganelli, Paolo Sottovia, Francesco Guerra, Yannis Velegrakis
TuneR: Fine Tuning of Rule-based Entity Matchers. CIKM (2019)
Matteo Paganelli, Domenico Beneventano, Francesco Guerra, Paolo Sottovia
Parallelizing Computations of Full Disjunctions. Big Data Res. 17 (2019)
Francesco Guerra, Paolo Sottovia, Matteo Paganelli, Maurizio Vincini
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study. BigData Congress (2019)
Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes. ADBIS (2019)
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
Understanding Data in the Blink of an Eye. CIKM (2019)
Francesco Guerra, Margherita Russo, Marco Fontana, Matteo Paganelli, François Bancilhon, Christian Frisch, Loïc Petit, Anna Giorgi, Emanuela Zilio
The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project. HPCS (2017)