Research highlights
Determining the Largest Overlap between Tables
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
SIGMOD (2024) | Research Paper
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BrewER: Entity Resolution On-Demand
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
VLDB (2023) | Demo
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Entity Resolution On-Demand
Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann
VLDB (2022) | Research Paper
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Further relevant publications
Overlap-Based Duplicate Table Detection
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
SEBD (2024)
A big data platform exploiting auditable tokenization to promote good practices inside local energy communities
Luca Gagliardelli, Luca Zecchini, Luca Ferretti, Domenico Beneventano, Giovanni Simonini, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Emma Mescoli, Andrea Livaldi, Nicola Gessa, Piero De Sabbata, Gianluca D'Agosta, Fabrizio Paolucci, Fabio Moretti
FGCS (2023)
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Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests
Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Donatella Firmani, Xu Chu, Peng Li, Renzhi Wu
SIGMOD Record (2023)
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Entity Resolution On-Demand for Querying Dirty Datasets
Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi
SEBD (2023)
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ECDP: A Big Data Platform for the Smart Monitoring of Local Energy Communities
Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Giovanni Simonini, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Emma Mescoli, Andrea Livaldi, Nicola Gessa, Piero De Sabbata, Gianluca D'Agosta, Fabrizio Paolucci, Fabio Moretti
DataPlat @ EDBT/ICDT (2022)
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Task-Driven Big Data Integration
Luca Zecchini
SEBD (2022)
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Progressive Query-Driven Entity Resolution
Luca Zecchini
SISAP (2021) | 🏆 Best Doctoral Symposium Paper
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Entity Resolution on Camera Records without Machine Learning
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi
DI2KG @ VLDB (2020)
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Other publications
The Future of Sustainable Data Preparation
Barbara Pernici, Cinzia Cappiello, Edoardo Ramalli, Matteo Palmonari, Federico Belotti, Flavio De Paoli, Angelo Mozzillo, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Tiziana Catarci, Matteo Filosa, Marco Angelini, Dario Benvenuti
SEBD (2024)
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine
Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini
arXiv (2023)
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DXP: Billing Data Preparation for Big Data Analytics
Luca Gagliardelli, Domenico Beneventano, Marco Esposito, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Fabio Miselli, Giuseppe Miano
arXiv (2023)
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Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets
Donatella Firmani, Giovanni Simonini, Donatello Santoro, Jerin George Mathew, Luca Zecchini
SEBD (2023)
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Progressive Entity Resolution with Node Embeddings
Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi
SEBD (2022)
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Big Data Integration & Data-Centric AI for eHealth
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini, Luca Zecchini
Ital-IA (2022)
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Big Data Integration for Data-Centric AI
Sonia Bergamaschi, Domenico Beneventano, Giovanni Simonini, Luca Gagliardelli, Adeel Aslam, Giulio De Sabbata, Luca Zecchini
ItaData (2022)
The Case for Multi-task Active Learning Entity Resolution
Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi
SEBD (2021)
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