Keyword Search over Relational Databases: Issues, Approaches and Open Challenges. - Sonia Bergamaschi; Francesco Guerra 001; Giovanni Simonini (PROMISE Winter School, 2013)

Using big data to support automatic Word Sense Disambiguation. - Giovanni Simonini; Francesco Guerra 001 (HPCS, 2014)

Towards Declarative Imperative Data-parallel Systems. - Matteo Interlandi; Giovanni Simonini; Sonia Bergamaschi (SEBD, 2014)

Discovering the Topics of a Data Source: a Statistical Approach. - Sonia Bergamaschi; Davide Ferrari; Francesco Guerra 001; Giovanni Simonini (SDSW@ISWC, 2014)

Big data exploration with faceted browsing. - Giovanni Simonini; Song Zhu (HPCS, 2015)

Supporting Image Search with Tag Clouds: A Preliminary Approach. - Francesco Guerra 001; Giovanni Simonini; Maurizio Vincini (Adv. Multim., 2015)

Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques. - Giovanni Simonini; Sonia Bergamaschi (SEBD, 2016)

Providing Insight into Data Source Topics. - Sonia Bergamaschi; Davide Ferrari; Francesco Guerra 001; Giovanni Simonini; Yannis Velegrakis (J. Data Semant., 2016)

BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution. - Giovanni Simonini; Sonia Bergamaschi; H. V. Jagadish (Proc. VLDB Endow., 2016)

SOPJ: A Scalable Online Provenance Join for Data Integration. - Song Zhu; Giuseppe Fiameni; Giovanni Simonini; Sonia Bergamaschi (HPCS, 2017)

From Data Integration to Big Data Integration. - Sonia Bergamaschi; Domenico Beneventano; Federica Mandreoli; Riccardo Martoglia; Francesco Guerra 001; Mirko Orsini; Laura Po; Maurizio Vincini; Giovanni Simonini; Song Zhu; Luca Gagliardelli; Luca Magnotta (A Comprehensive Guide Through the Italian Database Research, 2018)

Enhancing Loosely Schema-aware Entity Resolution with User Interaction. - Giovanni Simonini; Luca Gagliardelli; Song Zhu; Sonia Bergamaschi (HPCS, 2018)

How Improve Set Similarity Join Based on Prefix Approach in Distributed Environment. - Song Zhu; Luca Gagliardelli; Giovanni Simonini; Domenico Beneventano (HPCS, 2018)

BigDedup: A Big Data Integration Toolkit for Duplicate Detection in Industrial Scenarios. - Luca Gagliardelli; Song Zhu; Giovanni Simonini; Sonia Bergamaschi (TE, 2018)

MOMIS Dashboard: A Powerful Data Analytics Tool for Industry 4.0. - Luca Magnotta; Luca Gagliardelli; Giovanni Simonini; Mirko Orsini; Sonia Bergamaschi (TE, 2018)

Towards Progressive Search-driven Entity Resolution. - Alberto Pietrangelo; Giovanni Simonini; Sonia Bergamaschi; Felix Naumann; Ioannis K. Koumarelas (SEBD, 2018)

SparkER: Scaling Entity Resolution in Spark. - Luca Gagliardelli; Giovanni Simonini; Domenico Beneventano; Sonia Bergamaschi (EDBT, 2019)

Entity Resolution and Data Fusion: An Integrated Approach. - Domenico Beneventano; Sonia Bergamaschi; Luca Gagliardelli; Giovanni Simonini (SEBD, 2019)

Schema-agnostic Progressive Entity Resolution (extended version). - Giovanni Simonini; George Papadakis 001; Themis Palpanas; Sonia Bergamaschi (CoRR, 2019)

Computing inter-document similarity with Context Semantic Analysis. - Fabio Benedetti; Domenico Beneventano; Sonia Bergamaschi; Giovanni Simonini (Inf. Syst., 2019)

Scaling entity resolution: A loosely schema-aware approach. - Giovanni Simonini; Luca Gagliardelli; Sonia Bergamaschi; H. V. Jagadish (Inf. Syst., 2019)

Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. - El Kindi Rezig; Lei Cao 004; Michael Stonebraker; Giovanni Simonini; Wenbo Tao; Samuel Madden 001; Mourad Ouzzani; Nan Tang 001; Ahmed K. Elmagarmid (Proc. VLDB Endow., 2019)

Schema-Agnostic Progressive Entity Resolution. - Giovanni Simonini; George Papadakis 001; Themis Palpanas; Sonia Bergamaschi (IEEE Trans. Knowl. Data Eng., 2019)

Dagger: A Data (not code) Debugger. - El Kindi Rezig; Lei Cao 004; Giovanni Simonini; Maxime Schoemans; Samuel Madden 001; Nan Tang 001; Mourad Ouzzani; Michael Stonebraker (CIDR, 2020)

JedAI3 : beyond batch, blocking-based Entity Resolution. - George Papadakis 001; Leonidas Tsekouras; Emmanouil Thanos; Nikiforos Pittaras; Giovanni Simonini; Dimitrios Skoutas 001; Paul Isaris; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis (EDBT, 2020)

RulER: Scaling Up Record-level Matching Rules. - Luca Gagliardelli; Giovanni Simonini; Sonia Bergamaschi (EDBT, 2020)

Scaling Up Record-level Matching Rules. - Luca Gagliardelli; Giovanni Simonini; Sonia Bergamaschi (SEBD, 2020)

Entity Resolution on Camera Records Without Machine Learning. - Luca Zecchini; Giovanni Simonini; Sonia Bergamaschi (DI2KG@VLDB, 2020)

Three-dimensional Entity Resolution with JedAI. - George Papadakis 001; Georgios M. Mandilaras; Luca Gagliardelli; Giovanni Simonini; Emmanouil Thanos; George Giannakopoulos; Sonia Bergamaschi; Themis Palpanas; Manolis Koubarakis (Inf. Syst., 2020)

BLAST2: An Efficient Technique for Loose Schema Information Extraction from Heterogeneous Big Data Sources. - Domenico Beneventano; Sonia Bergamaschi; Luca Gagliardelli; Giovanni Simonini (ACM J. Data Inf. Qual., 2020)

The Case for Multi-task Active Learning Entity Resolution (Discussion Paper). - Giovanni Simonini; Henrique Saccani; Luca Gagliardelli; Luca Zecchini; Domenico Beneventano; Sonia Bergamaschi (SEBD, 2021)

Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. - Georgios M. Mandilaras; George Papadakis 001; Luca Gagliardelli; Giovanni Simonini; Emmanouil Thanos; George Giannakopoulos; Sonia Bergamaschi; Themis Palpanas; Manolis Koubarakis; Alicia Lara-Clares; Antonio Fariña (Inf. Syst., 2021)

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; et al. (EDBT/ICDT Workshops, 2022)

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)

Generalized Supervised Meta-blocking (technical report). - Luca Gagliardelli; George Papadakis 001; Giovanni Simonini; Sonia Bergamaschi; Themis Palpanas (CoRR, 2022)

Generalized Supervised Meta-blocking. - Luca Gagliardelli; George Papadakis 001; Giovanni Simonini; Sonia Bergamaschi; Themis Palpanas (Proc. VLDB Endow., 2022)

Entity Resolution On-Demand. - Giovanni Simonini; Luca Zecchini; Sonia Bergamaschi; Felix Naumann (Proc. VLDB Endow., 2022)

HKS: Efficient Data Partitioning for Stateful Streaming. - Adeel Aslam; Giovanni Simonini; Luca Gagliardelli; Angelo Mozzillo; Sonia Bergamaschi (DaWaK, 2023)

Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets. - Donatella Firmani; Jerin George Mathew; Donatello Santoro; Giovanni Simonini; Luca Zecchini (SEBD, 2023)

A general approach to Supervised Meta-Blocking. - Luca Gagliardelli; George Papadakis 001; Giovanni Simonini; Sonia Bergamaschi; Themis Palpanas (SEBD, 2023)

Entity Resolution On-Demand for Querying Dirty Datasets. - Giovanni Simonini; Luca Zecchini; Felix Naumann; Sonia Bergamaschi (SEBD, 2023)

DXP: Billing Data Preparation for Big Data Analytics. - Luca Gagliardelli; Domenico Beneventano; Marco Esposito; Luca Zecchini; Giovanni Simonini; Sonia Bergamaschi; Fabio Miselli; Giuseppe Calogero Miano (CoRR, 2023)

BrewER: Entity Resolution On-Demand. - Luca Zecchini; Giovanni Simonini; Sonia Bergamaschi; Felix Naumann (Proc. VLDB Endow., 2023)

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; et al. (Future Gener. Comput. Syst., 2023)

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 002; Peng Li 062; Renzhi Wu (SIGMOD Rec., 2023)

Efficient Stream Join Processing: Novel Approaches and Challenges. - Adeel Aslam; Giovanni Simonini (HPDC, 2024)

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; et al. (SEBD, 2024)

Overlap-Based Duplicate Table Detection. - Luca Zecchini; Tobias Bleifuß; Giovanni Simonini; Sonia Bergamaschi; Felix Naumann (SEBD, 2024)

Stream-aware indexing for distributed inequality join processing. - Adeel Aslam; Giovanni Simonini; Luca Gagliardelli; Luca Zecchini; Sonia Bergamaschi (Inf. Syst., 2024)

GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution. - Luca Gagliardelli; George Papadakis 001; Giovanni Simonini; Sonia Bergamaschi; Themis Palpanas (Inf. Syst., 2024)

Determining the Largest Overlap between Tables. - Luca Zecchini; Tobias Bleifuß; Giovanni Simonini; Sonia Bergamaschi; Felix Naumann (Proc. ACM Manag. Data, 2024)

SPO-Join: Efficient Stream Inequality Join. - Adeel Aslam; Kaustubh Beedkar; Giovanni Simonini (EDBT, 2025)

Evaluation of Dataframe Libraries for Data Preparation on a Single Machine. - Angelo Mozzillo; Luca Zecchini; Luca Gagliardelli; Adeel Aslam; Sonia Bergamaschi; Giovanni Simonini (EDBT, 2025)

Deduplicated Sampling On-Demand. - Luca Zecchini; Vasilis Efthymiou; Felix Naumann; Giovanni Simonini (Proc. VLDB Endow., 2025)

Real-Time Forecasting from Wearable-Monitored Heart Rate Data Through Autoregressive Models. - Giulio De Sabbata; Giovanni Simonini (J. Heal. Informatics Res., 2025)

Table Overlap Estimation through Graph Embeddings. - Francesco Pugnaloni; Luca Zecchini; Matteo Paganelli; Matteo Lissandrini; Felix Naumann; Giovanni Simonini (Proc. ACM Manag. Data, 2025)