Publications

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2020
Frontoni E., Romeo L., Bernardini M., Moccia S., Migliorelli L., Paolanti M., Ferri A., Misericordia P., Mancini A., Zingaretti P..  2020.  A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing. IEEE Journal of Translational Engineering in Health and Medicine. 8:1-12.
Frontoni E., Romeo L., Bernardini M., Moccia S., Migliorelli L., Paolanti M., Ferri A., Misericordia P., Mancini A., Zingaretti P..  2020.  A Decision Support System for Diabetes Chronic Care Models based on General Practitioner engagement and EHR data sharing. IEEE Journal of Translational Engineering in Health and Medicine.
Antognoli L, Moccia S, Migliorelli L, Casaccia S, Scalise L, Frontoni E.  2020.  Heartbeat detection by Laser Doppler Vibrometry and Machine Learning. Sensors.
Rosati R., Romeo L., Goday C.A, Menga T., Frontoni E..  2020.  Machine Learning in Capital Markets: Decision Support System for Outcome Analysis. IEEE Access. 8:109080-109091.
Casaccia S., Romeo L., Calvaresi A., Morresi N., Monteriù A., Frontoni E., Scalise L., Revel G.M.  2020.  Measurement of Users’ Well-Being Through Domotic Sensors and Machine Learning Algorithms. IEEE Sensors Journal. 20:8029-8038.
Fiorentino MChiara, Moccia S, Capparuccini M, Giamberini S, Frontoni E.  2020.  A regression framework to head-circumference delineation from US fetal images. Computer Methods and Programs in Biomedicine.
Patrini I, Ruperti M, Moccia S, Mattos LS, Frontoni E, De Momi E.  2020.  Transfer learning for informative-frame selection in laryngoscopic videos through learned features. Medical & Biological Engineering & Computing.
2019
Bernardini M, Romeo L, Misericordia P, Frontoni E.  2019.  Discovering the Type 2 Diabetes in Electronic Health Records using the Sparse Balanced Support Vector Machine. IEEE Journal of Biomedical and Health Informatics .
Casella A, Moccia S, Frontoni E, Palladini D, De Momi E, Mattos LS.  2019.  Inter-foetus Membrane Segmentation for TTTS Using Adversarial Networks. Annals of Biomedical Engineering.
Moccia S, Migliorelli L, Carnielli V, Frontoni E.  2019.  Preterm infants' pose estimation with spatio-temporal features. IEEE Transactions on Biomedical Engineering.
Frontoni E, Mancini A.  2019.  Programmazione ad Oggetti per l'Ingegneria Informatica. :IX-412.
2018
Paolanti M, Placidi V, Bernardini M, Felicetti A, Pietrini R, Frontoni E.  2018.  An agent-based WCET analysis for Top-View Person Re-Identification. 1st International Workshop on Real-Time Compliant Multi-Agent Systems (RTcMAS).
Liciotti D, Paolanti M, Pietrini R., Frontoni E, Zingaretti P.  2018.  Convolutional Networks for Semantic Heads Segmentation using Top-View Depth Data in Crowded Environment. 2018 24th International Conference on Pattern Recognition (ICPR). :1384-1389.
Paolanti M, Romeo L, Liciotti D, Cenci A, Frontoni E, Zingaretti P.  2018.  Person Re-Identification with RGB-D Camera in Top-View Configuration through Multiple Nearest Neighbor Classifiers and Neighborhood Component Features Selection. Sensors. 18:3471.
Galdelli A, Mancini A, Frontoni E, Zingaretti P.  2018.  A Synergic Photometric Stereo and Super Resolution Approach for Optical Inspection. 2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA). :1-8.
2017
Liciotti D, Frontoni E, Zingaretti P, Bellotto N, Duckett T.  2017.  HMM-based activity recognition with a ceiling RGB-D camera. ICPRAM (International Conference on Pattern Recognition Applications and Methods).
Sturari M, Frontoni E, Pierdicca R, Mancini A, Malinverni ESavina, Tassetti A N, Zingaretti P.  2017.  Integrating elevation data and multispectral high-resolution images for an improved hybrid Land Use/Land Cover mapping. European Journal of Remote Sensing. 50:1–17.
Liciotti D, Cenci A, Frontoni E, Mancini A, Zingaretti P.  2017.  An Intelligent RGB-D Video System for Bus Passenger Counting. Intelligent Autonomous Systems 14: Proceedings of the 14th International Conference IAS-14. :473–484.
Paolanti M, Liciotti D, Pietrini R., Mancini A, Frontoni E.  2017.  Modelling and Forecasting Customer Navigation in Intelligent Retail Environments. Journal of Intelligent & Robotic Systems. :1–16.
Cenci A, Liciotti D, Frontoni E, Zingaretti P, Carnielli VPaolo.  2017.  Movements Analysis of Preterm Infants by Using Depth Sensor. Proceedings of the 1st International Conference on Internet of Things and Machine Learning. :12:1–12:9.
Liciotti D, Paolanti M, Frontoni E, Mancini A, Zingaretti P.  2017.  Person Re-identification Dataset with RGB-D Camera in a Top-View Configuration. Video Analytics. Face and Facial Expression Recognition and Audience Measurement. 1
Liciotti D, Frontoni E, Mancini A, Zingaretti P.  2017.  Pervasive System for Consumer Behaviour Analysis in Retail Environments. Video Analytics. Face and Facial Expression Recognition and Audience Measurement. 2
Frontoni E, Marinelli F, Rosetti R, Zingaretti P.  2017.  Shelf space re-allocation for out of stock reduction. Computers & Industrial Engineering.
Luchetti G, Mancini A, Sturari M, Frontoni E, Zingaretti P.  2017.  Whistland: An Augmented Reality Crowd-Mapping System for Civil Protection and Emergency Management. ISPRS International Journal of Geo-Information. 6:41.
2016
Pierdicca R, Malinverni ESavina, Frontoni E, Colosi F., Orazi R..  2016.  3D visualization tools to explore ancient architectures in South America. Virtual Archaeology Review. 7:44–53.

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