| Attention to fires: Multi-channel deep learning models for wildfire severity prediction S Monaco, S Greco, A Farasin, L Colomba, D Apiletti, P Garza, ... Applied Sciences 11 (22), 11060, 2021 | 26 | 2021 |
| A dataset for burned area delineation and severity estimation from satellite imagery L Colomba, A Farasin, S Monaco, S Greco, P Garza, D Apiletti, E Baralis, ... Proceedings of the 31st ACM International Conference on Information …, 2022 | 16 | 2022 |
| Drift lens: Real-time unsupervised concept drift detection by evaluating per-label embedding distributions S Greco, T Cerquitelli 2021 International Conference on Data Mining Workshops (ICDMW), 341-349, 2021 | 16 | 2021 |
| Trusting deep learning natural-language models via local and global explanations F Ventura, S Greco, D Apiletti, T Cerquitelli Knowledge and Information Systems 64 (7), 1863-1907, 2022 | 15 | 2022 |
| E-mimic: Empowering multilingual inclusive communication G Attanasio, S Greco, M La Quatra, L Cagliero, M Tonti, T Cerquitelli, ... 2021 IEEE International Conference on Big Data (Big Data), 4227-4234, 2021 | 10 | 2021 |
| Explaining the deep natural language processing by mining textual interpretable features F Ventura, S Greco, D Apiletti, T Cerquitelli arXiv preprint arXiv:2106.06697, 2021 | 7 | 2021 |
| Explaining deep convolutional models by measuring the influence of interpretable features in image classification F Ventura, S Greco, D Apiletti, T Cerquitelli Data Mining and Knowledge Discovery 38 (5), 3169-3226, 2024 | 6 | 2024 |
| Inclusively: An AI-Based Assistant for Inclusive Writing M La Quatra, S Greco, L Cagliero, T Cerquitelli Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 4 | 2023 |
| Empowering commercial vehicles through data-driven methodologies P Bethaz, S Cavaglion, S Cricelli, E Liore, E Manfredi, S Salio, A Regalia, ... Electronics 10 (19), 2381, 2021 | 4 | 2021 |
| L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive: le projet EMIMIC R Raus, M Tonti, T Cerquitelli, L Cagliero, G Attanasio, M La Quatra, ... SHS Web of Conferences 138, 01007, 2022 | 3 | 2022 |
| DriftLens: A Concept Drift Detection Tool. S Greco, B Vacchetti, D Apiletti, T Cerquitelli EDBT, 806-809, 2024 | 2 | 2024 |
| DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy G Gallipoli, M La Quatra, DR Cambrin, S Greco, L Cagliero | 2 | 2023 |
| NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers S Greco, K Zhou, L Capra, T Cerquitelli, D Quercia Proceedings of the ACM on Human-Computer Interaction 8 (CSCW2), 1-25, 2024 | 1 | 2024 |
| Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time S Greco, B Vacchetti, D Apiletti, T Cerquitelli arXiv preprint arXiv:2406.17813, 2024 | 1 | 2024 |
| Decoding Narratives: Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines M Berta, S Greco, G Tipaldo, T Cerquitelli 2024 IEEE International Conference on Big Data (BigData), 5253-5262, 2024 | | 2024 |
| Inspecting Deep NLP Models-Innovative Techniques for Explainability, Fairness, and Concept Drift in Natural Language Classification S Greco Politecnico di Torino, 2024 | | 2024 |
| Building Foundations for Inclusiveness through Expert-Annotated Data. M La Quatra, S Greco, L Cagliero, M Tonti, F Dragotto, R Raus, ... EDBT/ICDT Workshops, 2024 | | 2024 |
| Explaining black-box models in the context of Natural Language Processing. S Greco Politecnico di Torino, 2019 | | 2019 |
Tania CerquitelliFull Professor, Dept. of Control and Computer Engineering,Politecnico di TorinoDirección de correo verificada de polito.it
