Flavio Giobergia

According to our database, Flavio Giobergia authored at least 20 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.

Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis

CoRR, 2024

Detecting Interpretable Subgroup Drifts.

Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis

CoRR, 2024

A Contrastive Learning Approach to Mitigate Bias in Speech Models.

Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis

CoRR, 2024

A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.

Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis

CoRR, 2024

Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters.

Alkis Koudounas, Flavio Giobergia, Elena Baralis

IEEE Access, 2024

MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection.

Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models.

Alkis Koudounas, Flavio Giobergia

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.

Flavio Giobergia, Alkis Koudounas, Elena Baralis

CoRR, 2023

ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.

Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Giobergia at Multi-Task Transformer Tuning for Joint Conspiracy Theory Detection and Classification.

Flavio Giobergia

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Late Fusion-based Distributed Multimodal Learning.

Flavio Giobergia, Elena Baralis

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.

Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico

Comput. Ind., 2022

Semantic Image Collection Summarization With Frequent Subgraph Mining.

Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis

IEEE Access, 2022

Triplet losses-based matrix factorization for robust recommendations.

Flavio Giobergia

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

RECLAIM: Reverse Engineering Classification Metrics.

Flavio Giobergia, Elena Baralis

Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

2021

Dissecting a data-driven prognostic pipeline: A powertrain use case.

Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico

Expert Syst. Appl., 2021

2020

Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment.

Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

DSLE: A Smart Platform for Designing Data Science Competitions.

Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Fast Self-Organizing Maps Training.

Flavio Giobergia, Elena Baralis

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Mining Sensor Data for Predictive Maintenance in the Automotive Industry.

Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018