Matteo Paganelli

According to our database, Matteo Paganelli authored at least 26 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PRISMA: A Privacy-Preserving Schema Matcher using Functional Dependencies.

Jan-Eric Hellenberg, Fabian Mahling, Lukas Laskowski, Felix Naumann, Matteo Paganelli, Fabian Panse

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

A multi-facet analysis of BERT-based entity matching models.

Matteo Paganelli, Donato Tiano, Francesco Guerra

VLDB J., July, 2024

How Transformers Are Revolutionizing Entity Matching.

Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Pushing ML Predictions into DBMSs (Extended Abstract).

Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Explaining Entity Matching with Clusters of Words.

Riccardo Benassi, Francesco Guerra, Matteo Paganelli, Donato Tiano

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Argument Relation Classification through Discourse Markers and Adversarial Training.

Michele Contalbo, Francesco Guerra, Matteo Paganelli

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Pushing ML Predictions Into DBMSs.

Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra

IEEE Trans. Knowl. Data Eng., October, 2023

Interpretable Entity Matching with WYM.

Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Avoiding the Pitfalls on Stock Market: Challenges and Solutions in Developing Quantitative Strategies.

Marco Bergianti, Nicola Cioffo, Francesco Del Buono, Matteo Paganelli, Angelo Porrello

Proceedings of the Italia Intelligenza Artificiale, 2023

An Intrinsically Interpretable Entity Matching System.

Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022

Analyzing How BERT Performs Entity Matching.

Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, Francesco Guerra

Proc. VLDB Endow., 2022

Landmark Explanation: a Tool for Entity Matching.

Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Evaluating the integration of datasets.

Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021

Transforming ML Predictive Pipelines into SQL with MASQ.

Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Using Descriptions for Explaining Entity Matches (Discussion Paper).

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Automated Machine Learning for Entity Matching Tasks.

Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra, Maurizio Vincini

Proceedings of the 24th International Conference on Extending Database Technology, 2021

Using Landmarks for Explaining Entity Matching Models.

Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra

Proceedings of the 24th International Conference on Extending Database Technology, 2021

Landmark Explanation: An Explainer for Entity Matching Models.

Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Explaining data with descriptions.

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Inf. Syst., 2020

Unsupervised Evaluation of Data Integration Processes.

Matteo Paganelli, Francesco Del Buono, Francesco Guerra, Nicola Ferro

Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 2020

2019

Parallelizing Computations of Full Disjunctions.

Matteo Paganelli, Domenico Beneventano, Francesco Guerra, Paolo Sottovia

Big Data Res., 2019

Understanding Data in the Blink of an Eye.

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TuneR: Fine Tuning of Rule-based Entity Matchers.

Matteo Paganelli, Paolo Sottovia, Francesco Guerra, Yannis Velegrakis

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study.

Francesco Guerra, Paolo Sottovia, Matteo Paganelli, Maurizio Vincini

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

Finding Synonymous Attributes in Evolving Wikipedia Infoboxes.

Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis

Proceedings of the Advances in Databases and Information Systems, 2019

2017

The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project.

Francesco Guerra, Margherita Russo, Marco Fontana, Matteo Paganelli, François Bancilhon, Christian Frisch, Loïc Petit, Anna Giorgi, Emanuela Zilio

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017