Projects
PROJECT PORTFOLIO
Research activities conducted within European, national, and regional funded projects, together with applied research collaborations involving companies and public institutions.
FUNDED RESEARCH
Funded Research Projects
Competitive European, national, and regional projects addressing data management, artificial intelligence, cybersecurity, and sustainable production.
4 projects
2024–2026
PANACEA
Model-Based Framework for Self-Protecting Systems
Development of an explainable network intrusion detection system capable of adapting to data-distribution shifts, together with standardized resources for evaluating self-protection technologies.
Cybersecurity Explainable AI Adaptive Systems
2024–2026
RESIST0
Digital Twins for Resilient and Sustainable Industry 5.0
Development of language-model-based methods for generating ESG indicators, analysing corporate reports, and detecting potential ESG-washing practices.
Tabular LLMs ESG Analysis Digital Twins
2019–2021
Big Data In and Out Services for Industry 4.0
SBDIO I4.0
Development and evaluation of novelty-detection methods over time-series data generated by industrial machinery, supporting data-driven production and post-sale services.
Industry 4.0 Novelty Detection Time-Series Data
2017–2019
RE-SEARCH ALPS
Research Laboratories in the Alpine Area
Creation of an open and harmonized dataset describing research laboratories and innovation centres across the Alpine region by integrating heterogeneous institutional and documentary sources.
Data Integration Entity Matching Open Data
APPLIED COLLABORATIONS
Industry and Institutional Projects
Research contracts and consultancy projects addressing concrete challenges in supply chains, credit risk, manufacturing, retail analytics, and public data management.
5 projects
2026–Present
Supplier Matching and Product Classification
Development of a data integration pipeline to consolidate duplicate supplier records, classify heterogeneous product descriptions according to the UNSPSC taxonomy, and identify alternative sourcing opportunities.
Entity Matching Product Classification Supplier Similarity
2025–Present
Counterfactual Explanations for Credit Scoring
Development of expert-guided counterfactual explanations for credit-scoring models, with the objective of producing transparent, realistic, and actionable alternatives.
Counterfactual Explanations Credit Risk Trustworthy AI
2020
Advanced Sales Data Analysis and Production Scheduling
Advanced analysis of order and sales data to support production planning, including the development of a library for the automated analysis of company sales data.
Sales Analytics Production Planning Decision Support
2020
Spatial and Temporal Open Data Platform
Autorità di Bacino Distrettuale del Fiume Po
Development of a platform for exploring and publishing spatial and temporal metadata, supporting their dissemination and reuse as open data.
Open Data Spatial Data Metadata Management
2019
Time-Series Analysis and Performance Indicators
Time-series analysis of retail sales data and identification of performance indicators, supported by the development of an automated data-analysis library.
Time-Series Analysis Retail Analytics Performance Indicators