Giovanni Simonini

62 papers A* 1A 2B 7Journal 28Unranked 23
YearRankTypeTitle / Venue / Authors
2026 B conf
Adaptive Query-Aware Hybrid Search in Vector Databases.
EDBT
Adeel Aslam, Rizwan Khan, Giovanni Simonini, George Konstantinidis
2025 J jnl
Deduplicated Sampling On-Demand.
Proc. VLDB Endow.
Luca Zecchini, Vasilis Efthymiou, Felix Naumann, Giovanni Simonini
2025 B conf
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine.
EDBT
Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Sonia Bergamaschi, Sourav S. Bhowmick, Philippe Bonnet, Surajit Chaudhuri, Xiaoou Ding, Hakan Ferhatosmanoglu, Raul Castro Fernandez, Jana Giceva, Madelon Hulsebos, Alexandra Meliou, Nikos Ntarmos, Themis Palpanas, John Paparrizos, Norman Paton, Subhadeep Sarkar, Giovanni Simonini, Nesime Tatbul, Jiuqi Wei, Jingren Zhou
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Xiaoou Ding, Themis Palpanas, Subhadeep Sarkar, Giovanni Simonini, Nesime Tatbul
2025 J jnl
RadlER: Deduplicated Sampling On-Demand.
Proc. VLDB Endow.
Luca Zecchini, Ziawasch Abedjan, Vasilis Efthymiou, Giovanni Simonini
2025 J jnl
Real-Time Forecasting from Wearable-Monitored Heart Rate Data Through Autoregressive Models.
J. Heal. Informatics Res.
Giulio De Sabbata, Giovanni Simonini
2025 B conf
SPO-Join: Efficient Stream Inequality Join.
EDBT
Adeel Aslam, Kaustubh Beedkar, Giovanni Simonini
2025 J jnl
Sustainable Quality in Data Preparation.
ACM J. Data Inf. Qual.
Barbara Pernici, Cinzia Cappiello, Carlo Alberto Bono, Camilla Sancricca, Tiziana Catarci, Marco Angelini, Matteo Filosa, Matteo Palmonari, Flavio De Paoli, Sonia Bergamaschi, Giovanni Simonini, Angelo Mozzillo, Luca Zecchini
2025 J jnl
Table Overlap Estimation through Graph Embeddings.
Proc. ACM Manag. Data
Francesco Pugnaloni, Luca Zecchini, Matteo Paganelli, Matteo Lissandrini, Felix Naumann, Giovanni Simonini
2024 J jnl
Determining the Largest Overlap between Tables.
Proc. ACM Manag. Data
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
2024 A conf
Efficient Stream Join Processing: Novel Approaches and Challenges.
HPDC
Adeel Aslam, Giovanni Simonini
2024 J jnl
GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution.
Inf. Syst.
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2024 — conf
Overlap-Based Duplicate Table Detection.
SEBD
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
2024 J jnl
Stream-aware indexing for distributed inequality join processing.
Inf. Syst.
Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Luca Zecchini, Sonia Bergamaschi
2024 — conf
The Future of Sustainable Data Preparation.
SEBD
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
2023 J jnl
A big data platform exploiting auditable tokenization to promote good practices inside local energy communities.
Future Gener. Comput. Syst.
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
2023 — conf
A general approach to Supervised Meta-Blocking.
SEBD
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2023 J jnl
BrewER: Entity Resolution On-Demand.
Proc. VLDB Endow.
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
2023 — conf
Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets.
SEBD
Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini
2023 J jnl
DXP: Billing Data Preparation for Big Data Analytics.
CoRR
Luca Gagliardelli, Domenico Beneventano, Marco Esposito, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Fabio Miselli, Giuseppe Calogero Miano
2023 — conf
Entity Resolution On-Demand for Querying Dirty Datasets.
SEBD
Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi
2023 J jnl
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine.
CoRR
Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini
2023 J jnl
Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests.
SIGMOD Rec.
Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Donatella Firmani, Xu Chu, Peng Li, Renzhi Wu
2023 B conf
HKS: Efficient Data Partitioning for Stateful Streaming.
DaWaK
Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo, Sonia Bergamaschi
2022 — conf
ECDP: A Big Data Platform for the Smart Monitoring of Local Energy Communities.
EDBT/ICDT Workshops
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
2022 J jnl
Entity Resolution On-Demand.
Proc. VLDB Endow.
Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann
2022 J jnl
Generalized Supervised Meta-blocking (technical report).
CoRR
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2022 J jnl
Generalized Supervised Meta-blocking.
Proc. VLDB Endow.
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2022 — conf
Progressive Entity Resolution with Node Embeddings.
SEBD
Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi
2021 J jnl
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI.
Inf. Syst.
Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña
2021 — conf
The Case for Multi-task Active Learning Entity Resolution (Discussion Paper).
SEBD
Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi
2020 A conf
Dagger: A Data (not code) Debugger.
CIDR
El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker
2020 — conf
Entity Resolution on Camera Records Without Machine Learning.
DI2KG@VLDB
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi
2020 B conf
JedAI
EDBT
George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
2020 B conf
RulER: Scaling Up Record-level Matching Rules.
EDBT
Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi
2020 — conf
Scaling Up Record-level Matching Rules.
SEBD
Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi
2020 J jnl
Three-dimensional Entity Resolution with JedAI.
Inf. Syst.
George Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis
2019 J jnl
Computing inter-document similarity with Context Semantic Analysis.
Inf. Syst.
Fabio Benedetti, Domenico Beneventano, Sonia Bergamaschi, Giovanni Simonini
2019 J jnl
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.
Proc. VLDB Endow.
El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid
2019 — conf
Entity Resolution and Data Fusion: An Integrated Approach.
SEBD
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini
2019 J jnl
Scaling entity resolution: A loosely schema-aware approach.
Inf. Syst.
Giovanni Simonini, Luca Gagliardelli, Sonia Bergamaschi, H. V. Jagadish
2019 J jnl
Schema-Agnostic Progressive Entity Resolution.
IEEE Trans. Knowl. Data Eng.
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2019 J jnl
Schema-agnostic Progressive Entity Resolution (extended version).
CoRR
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2019 B conf
SparkER: Scaling Entity Resolution in Spark.
EDBT
Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano, Sonia Bergamaschi
2018 — conf
BigDedup: A Big Data Integration Toolkit for Duplicate Detection in Industrial Scenarios.
TE
Luca Gagliardelli, Song Zhu, Giovanni Simonini, Sonia Bergamaschi
2018 — conf
Enhancing Loosely Schema-aware Entity Resolution with User Interaction.
HPCS
Giovanni Simonini, Luca Gagliardelli, Song Zhu, Sonia Bergamaschi
2018 — ch.
From Data Integration to Big Data Integration.
A Comprehensive Guide Through the Italian Database Research
Sonia Bergamaschi, Domenico Beneventano, Federica Mandreoli, Riccardo Martoglia, Francesco Guerra, Mirko Orsini, Laura Po, Maurizio Vincini, Giovanni Simonini, Song Zhu, Luca Gagliardelli, Luca Magnotta
2018 — conf
How Improve Set Similarity Join Based on Prefix Approach in Distributed Environment.
HPCS
Song Zhu, Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano
2018 — conf
MOMIS Dashboard: A Powerful Data Analytics Tool for Industry 4.0.
TE
Luca Magnotta, Luca Gagliardelli, Giovanni Simonini, Mirko Orsini, Sonia Bergamaschi
2018 A* conf
Schema-Agnostic Progressive Entity Resolution.
ICDE
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2018 — conf
Towards Progressive Search-driven Entity Resolution.
SEBD
Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas
2017 — conf
SOPJ: A Scalable Online Provenance Join for Data Integration.
HPCS
Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi
2016 J jnl
BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution.
Proc. VLDB Endow.
Giovanni Simonini, Sonia Bergamaschi, H. V. Jagadish
2016 — conf
Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques.
SEBD
Giovanni Simonini, Sonia Bergamaschi
2016 J jnl
Providing Insight into Data Source Topics.
J. Data Semant.
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini, Yannis Velegrakis
2015 — conf
Big data exploration with faceted browsing.
HPCS
Giovanni Simonini, Song Zhu
2015 J jnl
Supporting Image Search with Tag Clouds: A Preliminary Approach.
Adv. Multim.
Francesco Guerra, Giovanni Simonini, Maurizio Vincini
2014 — conf
Discovering the Topics of a Data Source: a Statistical Approach.
SDSW@ISWC
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini
2014 — conf
Towards Declarative Imperative Data-parallel Systems.
SEBD
Matteo Interlandi, Giovanni Simonini, Sonia Bergamaschi
2014 — conf
Using big data to support automatic Word Sense Disambiguation.
HPCS
Giovanni Simonini, Francesco Guerra
2013 — conf
Keyword Search over Relational Databases: Issues, Approaches and Open Challenges.
PROMISE Winter School
Sonia Bergamaschi, Francesco Guerra, Giovanni Simonini