From Schema and Model Translation to a Model Management System. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Giorgio Gianforme (BNCOD, 2008)

A platform for model-independent solutions to model management problems. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Giorgio Gianforme (SEBD, 2008)

A runtime approach to model-independent schema and data translation. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Giorgio Gianforme (SEBD, 2009)

MISM: A Platform for Model-Independent Solutions to Model Management Problems. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Giorgio Gianforme (J. Data Semant., 2009)

A runtime approach to model-generic translation of schema and data. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Fabrizio Celli; Giorgio Gianforme (Inf. Syst., 2012)

EXLEngine: executable schema mappings for statistical data processing. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti (EDBT, 2013)

Data integration with Many Heterogeneous Sources and Dynamic Target Schemas (Extended Abstract). - Luigi Bellomarini; Paolo Atzeni; Luca Cabibbo (AMW, 2015)

Handling high-dimensional data in statistical compilation: a relational approach. - Luigi Bellomarini; Paolo Atzeni; Marco De Leonardis; Fabio Sorà (SEBD, 2015)

SAMIZDATA: A Scale-independent Data Management System for Time Series. - Paolo Atzeni; Luigi Bellomarini; Eleonora Laurenza; Marco Lippi 002 (CAiSE Industry Track, 2016)

Swift Logic for Big Data and Knowledge Graphs. - Luigi Bellomarini; Georg Gottlob; Andreas Pieris; Emanuel Sallinger (IJCAI, 2017)

The Vadalog System: Swift Logic for Big Data and Enterprise Knowledge Graphs. - Luigi Bellomarini; Georg Gottlob; Andreas Pieris; Emanuel Sallinger (AMW, 2018)

Data Science with Vadalog: Bridging Machine Learning and Reasoning. - Luigi Bellomarini; Ruslan R. Fayzrakhmanov; Georg Gottlob; Andrey Kravchenko; Eleonora Laurenza; Yavor Nenov; Stéphane Reissfelder; Emanuel Sallinger; Evgeny Sherkhonov; Lianlong Wu (MEDI, 2018)

Vadalog: A Language and System for Knowledge Graphs. - Luigi Bellomarini; Georg Gottlob; Andreas Pieris; Emanuel Sallinger (RuleML+RR, 2018)

Swift Logic for Big Data and Knowledge Graphs - Overview of Requirements, Language, and System. - Luigi Bellomarini; Georg Gottlob; Andreas Pieris; Emanuel Sallinger (SOFSEM, 2018)

Executable schema mappings for statistical data processing. - Paolo Atzeni; Luigi Bellomarini; Francesca Bugiotti; Marco De Leonardis (Distributed Parallel Databases, 2018)

The Vadalog System: Datalog-based Reasoning for Knowledge Graphs. - Luigi Bellomarini; Emanuel Sallinger; Georg Gottlob (Proc. VLDB Endow., 2018)

Datalog-based Reasoning for Knowledge Graphs. - Luigi Bellomarini; Georg Gottlob; Emanuel Sallinger (AMW, 2019)

Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology. - Luigi Bellomarini; Daniele Fakhoury; Georg Gottlob; Emanuel Sallinger (ICDE, 2019)

GAIA: A Framework for Schema Mapping Reuse (extended abstract). - Paolo Atzeni; Luigi Bellomarini; Paolo Papotti; Riccardo Torlone (SEBD, 2019)

VADA: an architecture for end user informed data preparation. - Nikolaos Konstantinou 001; Edward Abel; Luigi Bellomarini; Alex Bogatu; Cristina Civili; Endri Irfanie; Martin Koehler; Lacramioara Mazilu; Emanuel Sallinger; Alvaro A. A. Fernandes; Georg Gottlob; John A. Keane; et al. (J. Big Data, 2019)

Meta-Mappings for Schema Mapping Reuse. - Paolo Atzeni; Luigi Bellomarini; Paolo Papotti; Riccardo Torlone (Proc. VLDB Endow., 2019)

Traversing Knowledge Graphs with Good Old (and New) Joins. - Paolo Atzeni; Luigi Bellomarini; Davide Benedetto; Emanuel Sallinger (KR4L@ECAI, 2020)

Augmenting Logic-based Knowledge Graphs: The Case of Company Graphs. - Paolo Atzeni; Luigi Bellomarini; Michela Iezzi; Emanuel Sallinger; Adriano Vlad (KR4L@ECAI, 2020)

Blockchains as Knowledge Graphs - Blockchains for Knowledge Graphs (Vision Paper). - Luigi Bellomarini; Markus Nissl; Emanuel Sallinger (KR4L@ECAI, 2020)

Weaving Enterprise Knowledge Graphs: The Case of Company Ownership Graphs. - Paolo Atzeni; Luigi Bellomarini; Michela Iezzi; Emanuel Sallinger; Adriano Vlad (EDBT, 2020)

Neither in the Programs Nor in the Data: Mining the Hidden Financial Knowledge with Knowledge Graphs and Reasoning. - Luigi Bellomarini; Davide Magnanimi; Markus Nissl; Emanuel Sallinger (MIDAS@PKDD/ECML, 2020)

Reasoning on Company Takeovers during the COVID-19 Crisis with Knowledge Graphs. - Luigi Bellomarini; Marco Benedetti; Stefano Ceri; Andrea Gentili; Rosario Laurendi; Davide Magnanimi; Markus Nissl; Emanuel Sallinger (RuleML+RR (Supplement), 2020)

Rule-based Anti-Money Laundering in Financial Intelligence Units: Experience and Vision. - Luigi Bellomarini; Eleonora Laurenza; Emanuel Sallinger (RuleML+RR (Supplement), 2020)

Reasoning Under Uncertainty in Knowledge Graphs. - Luigi Bellomarini; Eleonora Laurenza; Emanuel Sallinger; Evgeny Sherkhonov (RuleML+RR, 2020)

COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning. - Luigi Bellomarini; Marco Benedetti; Andrea Gentili; Rosario Laurendi; Davide Magnanimi; Antonio Muci; Emanuel Sallinger (CoRR, 2020)

Knowledge Graphs: The Layered Perspective. - Luigi Bellomarini; Emanuel Sallinger; Sahar Vahdati (Knowledge Graphs and Big Data Processing, 2020)

Reasoning in Knowledge Graphs: An Embeddings Spotlight. - Luigi Bellomarini; Emanuel Sallinger; Sahar Vahdati (Knowledge Graphs and Big Data Processing, 2020)

Financial Data Exchange with Statistical Confidentiality: A Reasoning-based Approach. - Luigi Bellomarini; Livia Blasi; Rosario Laurendi; Emanuel Sallinger (EDBT, 2021)

Distributed Company Control in Company Shareholding Graphs. - Andrea Gulino; Stefano Ceri; Georg Gottlob; Emanuel Sallinger; Luigi Bellomarini (ICDE, 2021)

A Reasoning Approach to Financial Data Exchange with Statistical Confidentiality. - Luigi Bellomarini; Livia Blasi; Rosario Laurendi; Emanuel Sallinger (PKDD/ECML Workshops (2), 2021)

Eliminating Harmful Joins in Warded Datalog+/-. - Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger; Paolo Atzeni (RuleML+RR, 2021)

Rule-based Blockchain Knowledge Graphs: Declarative AI for Solving Industrial Blockchain Challenges. - Luigi Bellomarini; Giuseppe Galano; Markus Nissl; Emanuel Sallinger (RuleML+RR (Supplement), 2021)

Monotonic Aggregation for Temporal Datalog. - Luigi Bellomarini; Markus Nissl; Emanuel Sallinger (RuleML+RR (Supplement), 2021)

iWarded: A System for Benchmarking Datalog+/- Reasoning (technical report). - Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger; Paolo Atzeni (CoRR, 2021)

Harmless but Useful: Beyond Separable Equality Constraints in Datalog+/-. - Luigi Bellomarini; Emanuel Sallinger (CoRR, 2021)

Query Evaluation in DatalogMTL - Taming Infinite Query Results. - Luigi Bellomarini; Markus Nissl; Emanuel Sallinger (CoRR, 2021)

Datalog-based Reasoning with Heuristics over Knowledge Graphs. - Teodoro Baldazzi; Davide Benedetto; Matteo Brandetti; Adriano Vlad; Luigi Bellomarini; Emanuel Sallinger (Datalog, 2022)

Heuristic-based Reasoning on Financial Knowledge Graphs. - Teodoro Baldazzi; Davide Benedetto; Matteo Brandetti; Adriano Vlad; Luigi Bellomarini (EDBT/ICDT Workshops, 2022)

Model-Independent Design of Knowledge Graphs - Lessons Learnt From Complex Financial Graphs. - Luigi Bellomarini; Andrea Gentili; Eleonora Laurenza; Emanuel Sallinger (EDBT, 2022)

Neurosymbolic Reasoning: Building Neural Networks Using Datalog. - Mattia Scaccia; Ilaria Stocchi; Luigi Bellomarini (EDBT/ICDT Workshops, 2022)

Towards Hybrid Logic-based and Embedding-based Reasoning on Financial Knowledge Graphs. - Adriano Vlad; Sahar Vahdati; Mojtaba Nayyeri; Luigi Bellomarini; Emanuel Sallinger (EDBT/ICDT Workshops, 2022)

iTemporal: An Extensible Generator of Temporal Benchmarks. - Luigi Bellomarini; Markus Nissl; Emanuel Sallinger (ICDE, 2022)

On the Relationship between Shy and Warded Datalog+/-. - Teodoro Baldazzi; Luigi Bellomarini; Marco Favorito; Emanuel Sallinger (KR, 2022)

Expressing Biological Problems with Logical Reasoning Languages. - Tommaso Alfonsi; Luigi Bellomarini; Anna Bernasconi 002; Stefano Ceri (RuleML+RR (Companion), 2022)

iWarded: A Versatile Generator to Benchmark Warded Datalog+/- Reasoning. - Paolo Atzeni; Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger (RuleML+RR, 2022)

The Temporal Vadalog System. - Luigi Bellomarini; Livia Blasi; Markus Nissl; Emanuel Sallinger (RuleML+RR, 2022)

Vadalog: Overview, Extensions and Business Applications. - Teodoro Baldazzi; Luigi Bellomarini; Markus Gerschberger; Aditya Jami; Davide Magnanimi; Markus Nissl; Aleksandar Pavlovic 002; Emanuel Sallinger (RW, 2022)

Reasoning in Warded Datalog+/- with Harmful Joins. - Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger; Paolo Atzeni (SEBD, 2022)

An Overview of Vadalog: a System for Reasoning over Large Knowledge Graphs. - Luigi Bellomarini; Davide Benedetto; Emanuel Sallinger (SEBD, 2022)

Reasoning on company takeovers: From tactic to strategy. - Luigi Bellomarini; Lorenzo Bencivelli; Claudia Biancotti; Livia Blasi; Francesco Paolo Conteduca; Andrea Gentili; Rosario Laurendi; Davide Magnanimi; Michele Savini Zangrandi; Flavia Tonelli; Stefano Ceri; Davide Benedetto; et al. (Data Knowl. Eng., 2022)

Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice. - Luigi Bellomarini; Ruslan R. Fayzrakhmanov; Georg Gottlob; Andrey Kravchenko; Eleonora Laurenza; Yavor Nenov; Stéphane Reissfelder; Emanuel Sallinger; Evgeny Sherkhonov; Sahar Vahdati; Lianlong Wu (Future Gener. Comput. Syst., 2022)

Vadalog: A modern architecture for automated reasoning with large knowledge graphs. - Luigi Bellomarini; Davide Benedetto; Georg Gottlob; Emanuel Sallinger (Inf. Syst., 2022)

Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning. - Luigi Bellomarini; Davide Benedetto; Matteo Brandetti; Emanuel Sallinger (Proc. VLDB Endow., 2022)

Model-Independent Design of Knowledge Graphs (short paper). - Luigi Bellomarini; Andrea Gentili; Eleonora Laurenza; Emanuel Sallinger (AMW, 2023)

Reasoning over Financial Scenarios with the Vadalog System. - Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger (EDBT, 2023)

Smart Derivative Contracts in DatalogMTL. - Andrea Colombo; Luigi Bellomarini; Stefano Ceri; Eleonora Laurenza (EDBT, 2023)

Reactive Company Control in Company Knowledge Graphs. - Davide Magnanimi; Luigi Bellomarini; Stefano Ceri; Davide Martinenghi (ICDE, 2023)

Fine-Tuning Large Enterprise Language Models via Ontological Reasoning. - Teodoro Baldazzi; Luigi Bellomarini; Stefano Ceri; Andrea Colombo; Andrea Gentili; Emanuel Sallinger (RuleML+RR, 2023)

The Company Control Problem, Reactively. - Davide Magnanimi; Stefano Ceri; Luigi Bellomarini; Davide Martinenghi (SEBD, 2023)

Ontological Reasoning over Shy and Warded Datalog+/- for Streaming-based Architectures (technical report). - Teodoro Baldazzi; Luigi Bellomarini; Marco Favorito; Emanuel Sallinger (CoRR, 2023)

KG-Roar: Interactive Datalog-based Reasoning on Virtual Knowledge Graphs. - Luigi Bellomarini; Marco Benedetti; Andrea Gentili; Davide Magnanimi; Emanuel Sallinger (Proc. VLDB Endow., 2023)

Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs. - Luigi Bellomarini; Eleonora Laurenza; Emanuel Sallinger; Evgeny Sherkhonov (Theory Pract. Log. Program., 2023)

From Strings to Things and Back: Putting Logic-based Reasoning into Action in a Central Bank (Abstract). - Luigi Bellomarini (AMW, 2024)

Explaining Enterprise Knowledge Graphs with Large Language Models and Ontological Reasoning. - Teodoro Baldazzi; Luigi Bellomarini; Stefano Ceri; Andrea Colombo; Andrea Gentili; Emanuel Sallinger; Paolo Atzeni (Tannen's Festschrift, 2024)

LLM-based DatalogMTL Modelling of MiCAR-compliant Crypto-Assets Markets. - Andrea Colombo; Teodoro Baldazzi; Luigi Bellomarini; Andrea Gentili; Emanuel Sallinger (Datalog, 2024)

Towards FATEful Smart Contracts. - Luigi Bellomarini; Marco Favorito; Eleonora Laurenza; Markus Nissl; Emanuel Sallinger (DLT, 2024)

"Please, Vadalog, tell me why": Interactive Explanation of Datalog-based Reasoning. - Teodoro Baldazzi; Luigi Bellomarini; Stefano Ceri; Andrea Colombo; Andrea Gentili; Emanuel Sallinger (EDBT, 2024)

Ontological Reasoning over Shy and Warded Datalog+/- for Streaming-Based Architectures. - Teodoro Baldazzi; Luigi Bellomarini; Marco Favorito; Emanuel Sallinger (PADL, 2024)

Strategic Reasoning for BitML Smart Contracts. - Luigi Bellomarini; Marco Favorito; Giuseppe Galano (AI4CC-IPS-RCRA-SPIRIT@AI*IA, 2024)

Softening Ontological Reasoning with Large Language Models. - Teodoro Baldazzi; Davide Benedetto; Luigi Bellomarini; Emanuel Sallinger; Adriano Vlad (RuleML+RR (Companion), 2024)

Towards a Standard for Triggers in Property Graphs. - Luigi Bellomarini; Anna Bernasconi 002; Stefano Ceri; Alessia Gagliardi; Davide Magnanimi; Davide Martinenghi (SEBD, 2024)

PG-Triggers: Triggers for Property Graphs. - Stefano Ceri; Anna Bernasconi 002; Alessia Gagliardi; Davide Martinenghi; Luigi Bellomarini; Davide Magnanimi (SIGMOD Conference Companion, 2024)

Privacy-Preserving Synthetically Augmented Knowledge Graphs with Semantic Utility. - Luigi Bellomarini; Costanza Catalano; Andrea Coletta; Michela Iezzi; Pierangela Samarati (CoRR, 2024)

The Vadalog Parallel System: Distributed Reasoning with Datalog+/-. - Luigi Bellomarini; Davide Benedetto; Matteo Brandetti; Emanuel Sallinger; Adriano Vlad (Proc. VLDB Endow., 2024)

Template-based Explainable Inference over High-Stakes Financial Knowledge Graphs. - Andrea Colombo; Teodoro Baldazzi; Luigi Bellomarini; Emanuel Sallinger; Stefano Ceri (EDBT, 2025)

BitML2MCMAS: Strategic Reasoning for Bitcoin Smart Contracts. - Luigi Bellomarini; Marco Favorito; Giuseppe Galano (AAMAS, 2025)

Strategic Reasoning of BitML Smart Contracts using the MCMAS Model Checker. - Luigi Bellomarini; Marco Favorito; Giuseppe Galano (PerCom Workshops, 2025)

The Temporal Vadalog System: Temporal Datalog-Based Reasoning. - Luigi Bellomarini; Livia Blasi; Markus Nissl; Emanuel Sallinger (Theory Pract. Log. Program., 2025)

SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs. - Kossi Amouzouvi; Bowen Song; Andrea Coletta; Luigi Bellomarini; Jens Lehmann 001; Sahar Vahdati (CoRR, 2025)

Aligning Knowledge Graphs and Language Models for Factual Accuracy. - Nur A. Zarin Nishat; Andrea Coletta; Luigi Bellomarini; Kossi Amouzouvi; Jens Lehmann 001; Sahar Vahdati (CoRR, 2025)