Accepted papers
On testing a data access architecture based on micro-services
by Michał Bodziony (IBM Poland Software Lab Krakow, Poland), Filip Szóstak (Poznan University of Technology, Poland), Konrad Tarnacki (Poznan University of Technology, Poland) and Robert Wrembel (Poznan University of Technology, Poland).
Combining Supervised and Unsupervised Learning for Efficient, Explainable, and Interoperable Anomaly Detection
by Grisha Weintraub (IBM, Istrael), Leonid Rise (IBM, Istrael), Doron Hillman (IBM, Istrael) and Paula Ta-Shma (IBM, Istrael).
Selective Post-hoc Bias Mitigation via Counterfactual Sensitivity
by Roti Islam Shithy (Tampere University, Finaland), Maria Stratigi (Tampere University, Finaland) nd Kostas Stefanidis (Tampere University, Finaland)
Navigating the Shift: A Comparative Analysis of Web Search and Generative AI Response Generation
by Mahe Chen (University of Toronto, Canada) Michelle Wang (University of Toronto, Canada), Kaiwen Chen (University of Toronto, Canada) and Nick Koudas (University of Toronto, Canada).
A Dataset Generation Method for Bias Evaluation in Retrieval-Augmented Generation
by Yingqi Zhao (Tampere University, Finland), Vasilis Efthymiou (Harokopio University of Athens, Greece), Jyrki Nummenmaa (Tampere University, Finland) and Kostas Stefanidis (Tampere University, Finland).
Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification
by Maira Aracne (University of Calabria, Italy), Luciano Caroprese (University G. d’Annunzio of Chieti-Pescara, Italy), Tommaso Ruga (University of Calabria, Italy), Eugenio Vocaturo (CNR-NANOTEC, National Research Council, Italy) and Ester Zumpano (University of Calabria, Italy).
Data-Driven Fault Detection of Automotive Engine Mounts Using Onboard Vibration Signals
Exploring In-Context Learning Strategies for Temporal Ordering of Legal Events using Large Language Models
by Andrea Cacioli (Politecnico di Torino, Italy), Luca Cagliero (Politecnico di Torino, Italy) and Francesco Tarasconi (Aruba AI Srl, Italy).
From Architecture to Implementation: Robotic Data Pipelines for Digital Agriculture GIS
by Piotr Skrzypczynski (Poznan University of Technology, Poland), Filip Baranowski (Poznan University of Technology, Poland), Krzysztof Ćwian (Poznan University of Technology, Poland), Maciej Krupka (Poznan University of Technology, Poland), Jakub Pilarski (Poznan University of Technology, Poland), Antoni Sopata (Poznan University of Technology, Poland) and Robert Wrembel (Poznan University of Technology, Poland).
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study
by Ali Yassine (Politecnico di Torino, Italy), Fabio Zorzan (Tierra S.p.A.,Italy), Lucia Salvatori (Tierra S.p.A.,Italy), Luca Vassio (Politecnico di Torino, Italy) and Luca Cagliero (Politecnico di Torino, Italy).
Governing the Whole Stack: Auditable Data Science Queries for Frugal and Sovereign Environmental AI
by Genoveva Vargas-Solar (CNRS, Univ Lyon, INSA Lyon, France).
A vision for sustainable, equitable healthcare applications with XAI and transfer learning to augment neural models
by Aparna Varde (University of Southern Denmark, Denmark) and Benjamin Rasmussen (Odense University Hospital, Denmark).
Hybrid Multi-Source RAG for Context-Aware Conversational Data Access
by Giorgia Di Nicola (Roma Tre University, Italy), Stefano Iannucci (Roma Tre University, Italy) and Riccardo Torlone (Roma Tre University, Italy).
On Discovering Provenance of Data Warehouse Objects Created by Select-Project Queries
by Witold Andrzejewski (Poznan University of Technology, Poland), Pawel Boinski (Poznan University of Technology, Poland) and Robert Wrembel (Poznan University of Technology, Poland).
Development of an ontology for data governance maturity assessment
SkiSlo, leveraging Digital Twins to improve Ski Safety
by Davide Cortinovis (Politecnico di Milano, Italy), Giulia De Pascale (Politecnico di Milano, Italy), Nunzio Licalzi (Politecnico di Torino, Italy), Andrea Pantano (Politecnico di Torino, Italy), Matteo Postinghel (Politecnico di Milano, Italy), Riccardo Savio (Politecnico di Torino, Italy), Cosmo Spinosa (Politecnico di Torino, Italy), Andrea Tarabotto (Politecnico di Milano, Italy), Daniele Apiletti (Politecnico di Torino, Italy), Carlo Iapige De Gaetani (Politecnico di Milano, Italy) and Giovanni Malnati (Politecnico di Torino, Italy).
Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks
by Flavio Giobergia (Politecnico di Torino, Italy) and Claudio Savelli (Politecnico di Torino, Italy).
From Human to Scalable Annotation: Teaching LLMs to mimic experts labeling on Economic News Sentiment
by Michele Petrocelli (Ministry of the Economy and Finance, Italy), Andrea Rollin (Ministry of the Economy and Finance, Italy), Matteo Berta (Politecnico di Torino, Italy), Francesca Zafonte (Politecnico di Torino, Italy), Simone Monaco (Politecnico di Torino, Italy), Salvatore Lo Sardo (Politecnico di Torino, Italy), Daniele Apiletti (Politecnico di Torino, Italy), Daria Scacciatelli (SOGEI, Italy) and Tania Cerquitelli (Politecnico di Torino, Italy).