Publications
International journal papers
- To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data.
Adel Remadi, Karim El Hage, Yasmina Hobeika, Francesca Bugiotti
Journal of Data Knowl. Eng. 2024 [pdf] - Addressing Data Challenges to Drive the Transformation of Smart Cities.
Ekaterina Gilman, Francesca Bugiotti & all.i
ACM Trans. Intell. Syst. Technol. 2024: 1-65 [pdf] - Artificial Intelligence and Machine Learning in Energy Conversion and Management.
Konstantinos Mira, Francesca Bugiotti, Tatiana Morosuk
Energies. 2023 [pdf] - Human-Centric AI to Mitigate AI Biases: The Advent of Augmented Intelligence.
Antoine Harfouche, Bernard Quinio, Francesca Bugiotti
J. Glob. Inf. Manag. 31(5): 1-23 (2023) [pdf] - BGRAP: Balanced GRAph Partitioning Algorithm for Large Graphs.
Adnan El Moussawi, Nacéra Bennacer Seghouani, Francesca Bugiotti
J. Data Intell. 2(2): 116-135 (2021) [pdf] - Data modeling in the NoSQL world.
Paolo Atzeni, Francesca Bugiotti, Luca Cabibbo, Riccardo Torlone
Comput. Stand. Interfaces 67 (2020) [pdf] - A Frequent Named Entities-Based Approach for Interpreting Reputation in Twitter.
Naccéra Bennacer Seghouani, Francesca Bugiotti, Moditha Hewasinghage, Suela Isaj, Gianluca Quercini
Data Sci. Eng. 3(2018): 86-100 [pdf] - Executable schema mappings for statistical data processing.
Paolo Atzeni, Francesca Bugiotti, Marco De Leonardis
Distributed Parallel Databases 2018 [pdf] - Uniform access to NoSQL systems.
Paolo Atzeni, Francesca Bugiotti, Luca Rossi
Inf. Syst. 2013 [pdf] - A runtime approach to model-generic translation of schema and data.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Fabrizio Celli, Giorgio Gianforme
Inf. Syst. 37(3) 2012: 269-287 [pdf] - MISM: A platform for model-independent solutions to model management problems.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme
Journal of Data Semantics (JoDS) XIV: 133-161 [pdf]
Communications
- Graph Neural Network-based Surrogate Models for Finite Element Analysis.
Meduri Venkata Shivaditya, Josí Alves, Francesca Bugiotti, Frederic Magoules
CoRR (2022) [pdf] - Point-Cloud-based Deep Learning Models for Finite Element Analysis.
Meduri Venkata Shivaditya, Francesca Bugiotti, Frederic Magoules
CoRR (2022) [pdf] - Smart Crawling: A New Approach toward Focus Crawling from Twitter.
Ahmad Khazaie, Nacíra Bennacer Seghouani, Francesca Bugiotti
CoRR (2021) [pdf]
Books chapters
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Linked Data Management: Principles and Techniques
Book authors: Andreas Harth, Katja Hose, Ralf Schenkel
Chapter title: SPARQL Query Processing in the Cloud
Francesca Bugiotti, Jesús Camacho-Rodríguez, François Goasdoué, Zoi Kaoudi, Ioana Manolescu, Stamatis Zampetakis
Linked Data Management 2014: 165-192 [pdf]
International Conferences papers
- GeoTS: A TSC Framework for Estimating Geological Formation to Model Carbon Storage Reservoirs.
Shwetha Salimath, Francesca Bugiotti, Sylvain Wlodarczyk.
KDD 2025: To appear [pdf] - Responsible AI: Training deep learning model efficiently.
Shwetha Salimath, Francesca Bugiotti, Sylvain Wlodarczyk.
ADBIS 2025 - To appear [pdf] - Emittance Tuning of the {FCC-EE} high energy booster ring.
Quentin Bruant, Barbara Dalena, Francesca Bugiotti, Antoine Chance, Valerie Gautard, Adnan Ghribi, Rogello Thomas Garcia
European Physical Society Conference on High Energy Physics. 2025 - To appear [pdf] - Hierarchical Deep Learning Approach for Minority Instrument Detection.
Dylan Sechet, Francesca Bugiotti, Matthieu Kowalski, Edouard d’Hírouville, Filip Langiewicz
DAFx 2024 [pdf] - A multi-source graph database to showcase a recommender system for dyslexic students.
Karim El Hage, Adel Remadi, Yasmina Hobeika, Ruining Ma, Victor Hong, Francesca Bugiotti
IEEE Big Data 2023: 3134-3138 [pdf] - A Hybrid GNN Approach for Predicting Node Data for 3D Meshes.
Shwetha Salimath, Francesca Bugiotti, Frídíric Magoulès
ADBIS (Short Papers) 2023: 130-139 [pdf] - Weakly Supervised Named Entity Recognition for Carbon Storage Using Deep Neural Networks.
Rení Gómez Londoño, Sylvain Wlodarczyk, Molood Arman, Francesca Bugiotti, Nacíra Bennacer Seghouani
DS 2022: 227-242 [pdf] - PROCLAIM: An Unsupervised Approach to Discover Domain-Specific Attribute Matchings from Heterogeneous Sources.
Molood Arman, Sylvain Wlodarczyk, Nacéra Bennacer Seghouani, Francesca Bugiotti
CAiSE Forum 2020: 14-28 [pdf] - A Graph Partitioning Algorithm for Edge or Vertex Balance.
Adnan El Moussawi, Nacéra Bennacer Seghouani, Francesca Bugiotti
DEXA 2020: 23-37 [pdf] - Modeling Strategies for Storing Data in Distributed Heterogeneous NoSQL Databases.
Moditha Hewasinghage, Nacéra Bennacer Seghouani, Francesca Bugiotti
ER 2018: 488-496 [pdf] - Eliminating Incorrect Cross-Language Links in Wikipedia.
Nacéra Bennacer, Francesca Bugiotti, Jorge Galicia, Mariana Patricio, Gianluca Quercini
WISE 2017 [pdf] - Interpreting Reputation Through Frequent Named Entities in Twitter.
Nacéra Bennacer, Francesca Bugiotti, Moditha Hewasinghage, Suela Isaj, Gianluca Quercini
WISE 2017 [pdf] - Flexible hybrid stores: Constraint-based rewriting to the rescue.
Francesca Bugiotti, Damian Bursztyn, Alin Deutsch, Ioana Ileana, Ioana Manolescu, Stamatis Zampetakis
ICDE Demo 2016 [pdf] - Invisible Glue: Scalable Self-Tunning Multi-Stores.
Francesca Bugiotti, Damian Bursztyn, Alin Deutsch, Ioana Ileana, Ioana Manolescu
CIDR 2015 [pdf] - EXLEngine: executable schema mappings for statistical data processing.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti
EDBT 2013: 672-682 [pdf] - AMADA: web data repositories in the Amazon cloud.
Andrés Aranda-Andújar, Francesca Bugiotti, Jesús Camacho-Rodríguez, Dario Colazzo, François Goasdoué, Zoi Kaoudi, Ioana Manolescu
CIKM 2012: 2749-2751 [pdf] - Uniform Access to Non-Relational Database Systems: the SOS Platform.
Paolo Atzeni, Francesca Bugiotti, Luca Rossi
CAiSE 2012: 160-174 [pdf] - RDF stores in the Amazon cloud.
Francesca Bugiotti, François Goasdoué, Zoi Kaoudi, Ioana Manolescu
EDBT/ICDT Workshops 2012: 61-72 [pdf] - SOS (Save Our Systems): a uniform programming interface for non-relational systems.
Paolo Atzeni, Francesca Bugiotti, Luca Rossi
EDBT demo 2012: 582-585 [pdf] - A runtime approach to model-independent schema and data translation.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme
EDBT 2009: 275-286 [pdf]
National Conferences papers
- Élimination des liens inter-langues erronés dans Wikipédia.
Nacéra Bennacer Seghouani, Francesca Bugiotti, Jorge Galicia, Mariana Patricio, Gianluca Quercini
EGC 2018: 397-402 [pdf] - How I Learned to Stop Worrying and Love NoSQL Databases. .
Paolo Atzeni, Francesca Bugiotti, Luca Cabibbo, Riccardo Torlone
SEBD 2015: 216-223 [pdf] - A Comparison of Data Models and APIs of NoSQL Datastores.
Francesca Bugiotti, Luca Cabibbo
SEBD 2013: 63-74 [pdf] - AMADA: Web Data Repositories in the Amazon Cloud.
Andrés Aranda-Andújar, Francesca Bugiotti, Jesús Camacho-Rodríguez, Zoi Kaoudi
BDA demo 2012 [pdf] - A runtime approach to model-independent schema and data translation.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme
SEBD 2009: 245-252 [pdf] - From schema and model translation to a model management system.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme
BNCOD 2008: 227-240 [pdf] - A platform for model-independent solutions to model management problems.
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme
SEBD 2008: 310-317 [pdf]
Ph.D Thesis
- A model oriented approach to heterogeneity.
Francesca Bugiotti
Università Roma Tre 2012: Ph.D Thesis [pdf]