Archivio Istituzionale della RicercaGUAGNANO, MICHELE
GUAGNANO, MICHELE
Dipartimento di Automatica e Informatica
093503
Real-Time Driving Risk Assessment Using LSTM-attention and XGBoost with Physiological and Driving Behavior Data
2025 Wang, Yecan; Guagnano, Michele; Taniguchi, Hiroki; Nagatani, Nozomi; Ono, Hiroshi; Shinkawa, Satoru; Miyamoto, Sumie; Fujiu, Katsuhito; Takai, Madoka; Violante, Massimo; Mitsuzawa, Shigenobu
Short-term future prediction of driving risk using XGBoost with Personal, Physiological, Biological, and Driving Behavior Data
2025 Guagnano, Michele; Wang, Yecan; Taniguchi, Hiroki; Nagatani, Nozomi; Ono, Hiroshi; Shinkawa, Satoru; Miyamoto, Sumie; Fujiu, Katsuhito; Takai, Madoka; Violante, Massimo; Mitsuzawa, Shigenobu
To be or not to be… awake? A comparison of subjective and objective methods for drowsiness detection in drivers
2024 Groppo, Sara; Guagnano, Michele; Pugliese, Luigi; Sini, Jacopo; Violante, Massimo
Exploring the Feasibility of Sleep Quality Evaluation with a Reduced Parameter Set
2023 Guagnano, Michele; Groppo, Sara; Pugliese, Luigi; Violante, Massimo
Rule-based Sleep-Apnea detection algorithm
2023 Pugliese, Luigi; Guagnano, Michele; Groppo, Sara; Groppo, Riccardo; Violante, Massimo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Real-Time Driving Risk Assessment Using LSTM-attention and XGBoost with Physiological and Driving Behavior Data / Wang, Y., Guagnano, M., Taniguchi, H., Nagatani, N., Ono, H., Shinkawa, S., Miyamoto, S., Fujiu, K., Takai, M., Violante, M., Mitsuzawa, S.. - (2025), pp. 3468-3474. (2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Vienna (AT) 05-08 October 2025) [10.1109/SMC58881.2025.11343377]. | 1-gen-2025 | Guagnano, MicheleViolante, Massimo + | Real-Time_Driving_Risk_Assessment_Using_LSTM-attention_and_XGBoost_with_Physiological_and_Driving_Behavior_Data.pdf; IEEE-SMC+2025+manuscript.doc(1).pdf |
| Short-term future prediction of driving risk using XGBoost with Personal, Physiological, Biological, and Driving Behavior Data / Guagnano, M., Wang, Y., Taniguchi, H., Nagatani, N., Ono, H., Shinkawa, S., Miyamoto, S., Fujiu, K., Takai, M., Violante, M., Mitsuzawa, S.. - (2025). (18th International Congress on Image and Signal Processing, BioMedical Engineering, and Informatics (CISP-BMEI 2025) Qingdao (Cina) 25-27 October 2025) [10.1109/CISP-BMEI68103.2025.11259300]. | 1-gen-2025 | Guagnano,MicheleViolante,Massimo + | shortTerm.pdf; Short-Term_Future_Prediction_of_Driving_Risk_Using_XGBoost_with_Personal_Physiological_Biological_and_Driving_Behavior_Data.pdf |
| To be or not to be… awake? A comparison of subjective and objective methods for drowsiness detection in drivers / Groppo, S., Guagnano, M., Pugliese, L., Sini, J., Violante, M.. - (2024), pp. 684-688. (2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) Porto (PRT) 25-27 June 2024) [10.1109/melecon56669.2024.10608467]. | 1-gen-2024 | Groppo, SaraGuagnano, MichelePugliese, LuigiSini, JacopoViolante, Massimo | To_be_or_not_to_be_awake_A_comparison_of_subjective_and_objective_methods_for_drowsiness_detection_in_drivers.pdf |
| Exploring the Feasibility of Sleep Quality Evaluation with a Reduced Parameter Set / Guagnano, M., Groppo, S., Pugliese, L., Violante, M.. - (2023), pp. 904-909. (IEEE Smart World Congress 2023 Portsmouth (UK) 28-31 August 2023) [10.1109/SWC57546.2023.10448672]. | 1-gen-2023 | Michele GuagnanoSara GroppoLuigi PuglieseMassimo Violante | 2023151235.pdf; Exploring_the_Feasibility_of_Sleep_Quality_Evaluation_with_a_Reduced_Parameter_Set.pdf |
| Rule-based Sleep-Apnea detection algorithm / Pugliese, L., Guagnano, M., Groppo, S., Groppo, R., Violante, M.. - (2023), pp. 251-255. (2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI) Monopoli (Italy) 8-9 June 2023) [10.1109/IWASI58316.2023.10164530]. | 1-gen-2023 | Luigi PuglieseMichele GuagnanoSara GroppoMassimo Violante + | Rule-based_Sleep-Apnea_detection_algorithm.pdf |