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Matteo Paganelli
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2020 – today
- 2025
- [c21]Jan-Eric Hellenberg, Fabian Mahling, Lukas Laskowski, Felix Naumann, Matteo Paganelli, Fabian Panse:
PRISMA: A Privacy-Preserving Schema Matcher using Functional Dependencies. EDBT 2025: 297-309 - 2024
- [j5]Matteo Paganelli, Donato Tiano, Francesco Guerra
:
A multi-facet analysis of BERT-based entity matching models. VLDB J. 33(4): 1039-1064 (2024) - [c20]Michele Contalbo, Francesco Guerra, Matteo Paganelli:
Argument Relation Classification through Discourse Markers and Adversarial Training. EMNLP 2024: 18949-18954 - [c19]Riccardo Benassi, Francesco Guerra, Matteo Paganelli, Donato Tiano:
Explaining Entity Matching with Clusters of Words. ICDE 2024: 2325-2337 - [c18]Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra:
Pushing ML Predictions into DBMSs (Extended Abstract). ICDE 2024: 5725-5726 - [c17]Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra:
How Transformers Are Revolutionizing Entity Matching. SEBD 2024: 662-670 - 2023
- [j4]Matteo Paganelli
Pushing ML Predictions Into DBMSs. IEEE Trans. Knowl. Data Eng. 35(10): 10295-10308 (2023) - [c16]Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini:
An Intrinsically Interpretable Entity Matching System. EDBT 2023: 645-657 - [c15]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: 489-494 - [c14]Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini:
Interpretable Entity Matching with WYM. SEBD 2023: 101-109 - 2022
- [j3]Matteo Paganelli, Francesco Del Buono, Andrea Baraldi, Francesco Guerra:
Analyzing How BERT Performs Entity Matching. Proc. VLDB Endow. 15(8): 1726-1738 (2022) - [c13]Matteo Paganelli, Francesco Del Buono, Francesco Guerra
Evaluating the integration of datasets. SAC 2022: 347-356 - [c12]Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra:
Landmark Explanation: a Tool for Entity Matching. SEBD 2022: 69-76 - 2021
- [c11]Andrea Baraldi
Landmark Explanation: An Explainer for Entity Matching Models. CIKM 2021: 4680-4684 - [c10]Matteo Paganelli, Francesco Del Buono, Marco Pevarello, Francesco Guerra
Automated Machine Learning for Entity Matching Tasks. EDBT 2021: 325-330 - [c9]Andrea Baraldi
Using Landmarks for Explaining Entity Matching Models. EDBT 2021: 451-456 - [c8]Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra:
Using Descriptions for Explaining Entity Matches (Discussion Paper). SEBD 2021: 291-298 - [c7]Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra
Transforming ML Predictive Pipelines into SQL with MASQ. SIGMOD Conference 2021: 2696-2700 - 2020
- [j2]Matteo Paganelli
Explaining data with descriptions. Inf. Syst. 92: 101549 (2020) - [c6]Matteo Paganelli, Francesco Del Buono, Francesco Guerra
Unsupervised Evaluation of Data Integration Processes. iiWAS 2020: 77-81
2010 – 2019
- 2019
- [j1]Matteo Paganelli
Parallelizing Computations of Full Disjunctions. Big Data Res. 17: 18-31 (2019) - [c5]Paolo Sottovia, Matteo Paganelli, Francesco Guerra
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes. ADBIS 2019: 169-185 - [c4]Francesco Guerra
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study. BigData Congress 2019: 106-110 - [c3]Matteo Paganelli
Understanding Data in the Blink of an Eye. CIKM 2019: 2885-2888 - [c2]Matteo Paganelli
TuneR: Fine Tuning of Rule-based Entity Matchers. CIKM 2019: 2945-2948 - 2017
- [c1]Francesco Guerra
The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project. HPCS 2017: 64-69
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