Personal Information
Name: Roberto Stanzione
Email: roberto.stanzione@inria.fr
Current Position: Postdoctoral Researcher
Institution: Inria, École normale supérieure (ENS), Paris
University Experience
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01/2026 – Present
Postdoctoral Researcher
École normale supérieure (ENS), Paris
Supervisor: Paul Boniol -
11/2025 – 12/2025
Research Fellow
University of Salerno, Fisciano (SA), Italy
Supervisor: Loredana Caruccio
Visiting Positions
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02/2025 – 04/2025
Ph.D. Visiting Researcher
École normale supérieure (ENS), Paris, France
Host: Paul Boniol -
11/2024 – 01/2025
Ph.D. Visiting Researcher
Université Paris Cité, Paris, France
Host: Themis Palpanas
Education
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11/2022 – 11/2025
Ph.D. in Computer Science
University of Salerno, Fisciano (SA), Italy
Advisor: Loredana Caruccio
Final Evaluation: Excellent
Thesis Title: “Metadata-Driven Data Management and Analysis: from Profiling to Applications” -
09/2019 – 04/2022
M.Sc. in Computer Science
University of Salerno, Fisciano (SA), Italy
Final Grade: 110/110 with honors
Thesis Title: “Data Imputation and RFD Discovery in Incremental Scenarios: A Discovery Approach Supporting Imputation” -
09/2015 – 09/2019
B.Sc. in Computer Science
University of Salerno, Fisciano (SA), Italy
Final Grade: 102/110
Thesis Title: “Generation, Delivery, and Reporting of Tests for Supporting Dyscalculia Detection” -
11/2010 – 07/2015
High School Diploma in Accounting and Information Technology
I.S.I.S. Giustino Fortunato, Angri (SA), Italy
Final Grade: 100/100
Research Interests
- Time Series Analysis
- Anomaly Detection
- Model Selection
- Data Imputation
- Data Profiling
Teaching Experience
Teaching Assistant / Tutoring
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2025
Teaching Assistant, "Database Systems"
University of Salerno, Italy (20-hour contract) -
2024
Teaching Assistant, "Database Systems"
University of Salerno, Italy (20-hour contract) -
2023
Teaching Assistant, "Database Systems"
University of Salerno, Italy (40-hour contract) -
2024
Tutor, "Social Robotics in the Arts"
G. Marconi Higher Education Institute, Italy (20-hour contract)
Tutorials & Lab Teaching
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2025 – Present
Lab Instructor (Tutorials), "Databases"
International Bachelor of Science in AI, PSL Université Paris, Paris
Inria / ENS Paris — 22.5 hours total
Student Supervision
Thesis Supervision
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Francesco Sabia — M.Sc. Thesis (co-supervision)
University of Salerno
Topic: A tool to generate tests for detective cognitive decay.
2025-26 -
Gaetano Cataldo — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: An incremental RFD-based concept drift detection approach.
2025-26 -
Davide Capricano — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: A Streamlit application to analyze molecular dynamics and generate reports.
2024-26 -
Alfio Marra — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: Developement of an interactive tool to analyze molecular dynamics with anomaly detection approaches.
2025-26 -
Antonio Pagnotta — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: Supporting data preparation for emotion analysis tasks in critical domains.
2024 -
Guido Immediata — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: Metadata-driven query relaxation: a tool extension.
2023-2024 -
Pasquale Severino — B.Sc. Thesis (co-supervision)
University of Salerno
Thesis: A comparative evaluation of tools to support analysis and decision-making in the context of query relaxation.
2023 -
Domenico Pizzo — M.Sc. Thesis (co-supervision)
University of Salerno
Thesis: Aging and Explainability analysis of meta-learning models.
2023
Internship Supervision
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El-Mehdi El-kasmi — Research Intern
Project: LLM-based Time Series Analysis
2026
Conference Participation
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2025 — CHItaly 2025
📌 16th Biannual Conference of the Italian SIGCHI Chapter
🧭 Salerno, Italy, 6–10 October 2025
Student Volunteer and Speaker at the co-located CRISTAIN Workshop -
2025 — SEBD 2025
📌 33rd Symposium on Advanced Database Systems
🧭 Ischia, Italy, 7–11 June 2025
Speaker -
2025 — EDBT 2025
📌 28th International Conference on Extending Database Technology
🧭 Barcelona, Spain, 25–28 March 2025
Speaker -
2024 — EDBT 2024
📌 27th International Conference on Extending Database Technology
🧭 Paestum, Italy, 25–28 March 2024
Student Volunteer -
2023 — IEEE Big Data 2023
📌 IEEE International Conference on Big Data
🧭 Sorrento, Italy, 15–18 December 2023
Student Volunteer -
2023 — EDBT 2023
📌 26th International Conference on Extending Database Technology
🧭 Ioannina, Greece, 28–31 March 2023
Speaker
Publications & Preprints
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(2025) 📄 Grace: Graph-based Representation and Analysis for Crime Exploration. (TO APPEAR)📌 CRISTAIN 2025
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(2025) 📄 . Concept Drift Detection in Machine Learning Systems by Exploiting Relaxed Functional Dependencies.📌 SEBD 2025
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(2025) 📄 An RFD-Based Approach for Concept Drift Detection in Machine Learning Systems📌 EDBT 2025
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(2024) 📄 RYAN: A Tool for Explaining and Visually Analyzing the Evolution of Relaxed Functional Dependencies📌 IEEE Big Data 2024
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(2024) 📄 Surveying Federated Learning Approaches through a Multi-Criteria Categorization📌 Multimedia Tools and Applications
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(2023) 📄 REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies📌 EDBT 2023
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(2022) 📄 Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society📌 ITAData 2022
Academic Service
Program Committee Memberships
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2026 — VLDB 2026 (Demo Track)
52nd International Conference on Very Large Data Bases. -
2026 — DSIT 2026
9th International Conference on Data Science and Information Technology. -
2025 — RAISE 2025
1st Workshop on Resilient AI Frameworks for Secure and Ethical Machine Learning Systems.
Organizing Committees
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2026 — ICWE 2026
26th International Conference of Web Engineering.
Reviewing Activities
Journals
- Multimedia Tools and Applications (MTAP)
- IEEE Internet of Things Journal (IoT-J)
- International Journal of Intelligent Systems (IJIS)
- Expert Systems with Applications (ESWA)
- Journal of Data and Information Quality (JDIQ)
- Soft Computing (SOCO)
- Data Science and Management (DSM)
- Data & Knowledge Engineering (DKE)
- Data Science and Engineering (DSEJ)
- International Journal on Software Engineering and Knowledge Engineering (IJSEKE)
Conferences
- BDS 2023 – IEEE International Conference on Big Data Computing Service and Machine Learning Applications
- BDS 2024 – IEEE BigDataService 2024
- EuroUSEC 2024 – European Symposium on Usable Security
- SEBD 2025 – Symposium on Advanced Database Systems
- ICDE 2025 – IEEE International Conference on Data Engineering
- ITADATA 2025 – Italian Conference on Big Data and Data Science
- RAISE 2025 – Resilient AI Framework for Secure and Ethical Machine Learning Systems
- VLDB 2026:– 52nd International Conference on Very Large Data Bases (Demo Track).
- KDD 2026:– ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Dataset & Benchmark Track).
- KDD 2026:– ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Research Track).
Languages
- Italian Native
- English: Fluent (C1)
- French: Basic (A2)