Publications

INCLUSIVELY: An AI-Based Assistant for Inclusive Writing

La Quatra, M., Greco, S., Cagliero, L., Cerquitelli, T. (2023). INCLUSIVELY: An AI-Based Assistant for Inclusive Writing. Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track. ECML PKDD 2023. Lecture Notes in Computer Science, vol 14175. Springer, Cham. https://doi.org/10.1007/978-3-031-43430-3_31

DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy

Giuseppe Gallipoli^*, Moreno La Quatra^*, Daniele Rege Cambrin^*, Salvatore Greco^*, Luca Cagliero: DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy. EVALITA 2023

Explaining deep convolutional models by measuring the influence of interpretable features in image classification

Ventura, F.^*, Greco, S.^*, Apiletti, D. et al. Explaining deep convolutional models by measuring the influence of interpretable features in image classification. Data Min Knowl Disc (2023). https://doi.org/10.1007/s10618-023-00915-x

A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery

Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, and Tania Cerquitelli. 2022. A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM 2022). Association for Computing Machinery, New York, NY, USA, 3893–3897. https://doi.org/10.1145/3511808.3557528

Trusting deep learning natural-language models via local and global explanations

Ventura, F.^*, Greco, S.^*, Apiletti, D. et al. Trusting deep learning natural-language models via local and global explanations. Knowl Inf Syst 64, 1863–1907 (2022). https://doi.org/10.1007/s10115-022-01690-9

L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive: le projet EMIMIC

Raus, Rachele, Tonti, Michela, Cerquitelli, Tania, Cagliero, Luca, Attanasio, Giuseppe, La Quatra, Moreno, Greco, Salvatore: L ́analyse du discours et l ́intelligence artificielle pour r ́ealiser une ́ecriture inclusive : le projet emimic. SHS Web Conf. 138, 01007 (2022). https://doi.org/10.1051/shsconf/202213801007

Drift Lens: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions

S. Greco and T. Cerquitelli, "Drift Lens: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions," 2021 International Conference on Data Mining Workshops (ICDMW), Auckland, New Zealand, 2021, pp. 341-349, doi: 10.1109/ICDMW53433.2021.00049

E-MIMIC: Empowering Multilingual Inclusive Communication

G. Attanasio et al., "E-MIMIC: Empowering Multilingual Inclusive Communication," 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, 2021, pp. 4227-4234, doi: 10.1109/BigData52589.2021.9671868.

Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction

Monaco, S.; Greco, S.; Farasin, A.; Colomba, L.; Apiletti, D.; Garza, P.; Cerquitelli, T.; Baralis, E. Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction. Appl. Sci. 2021, 11, 11060. https://doi.org/10.3390/app112211060

Empowering Commercial Vehicles through Data-Driven Methodologies

Bethaz, P.; Cavaglion, S.; Cricelli, S.; Liore, E.; Manfredi, E.; Salio, S.; Regalia, A.; Conicella, F.; Greco, S.; Cerquitelli, T. Empowering Commercial Vehicles through Data-Driven Methodologies. Electronics 2021, 10, 2381. https://doi.org/10.3390/electronics10192381

^* Equal authorship