Publications

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2020
Antognoli L, Moccia S, Migliorelli L, Casaccia S, Scalise L, Frontoni E.  2020.  Heartbeat detection by Laser Doppler Vibrometry and Machine Learning. Sensors.
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.
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.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
2019
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.
Capecci M, Ceravolo MGabriella, Ferracuti F, Iarlori S, Monteriù A, Romeo L, Verdini F.  2019.  The KIMORE dataset: KInematic assessment of MOvement and clinical scores for remote monitoring of physical REhabilitation. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27:1436–1448.
Capecci M, Ceravolo MGabriella, Ferracuti F, Iarlori S, Monteriù A, Romeo L, Verdini F.  2019.  The KIMORE dataset: KInematic assessment of MOvement and clinical scores for remote monitoring of physical REhabilitation. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27:1436–1448.
Romeo L, Cavallo A, Pepa L, Berthouze N, Pontil M.  2019.  Multiple instance learning for emotion recognition using physiological signals. IEEE Transactions on Affective Computing.
Moccia S, Migliorelli L, Carnielli V, Frontoni E.  2019.  Preterm infants' pose estimation with spatio-temporal features. IEEE Transactions on Biomedical Engineering.
2018
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.
Cavallo A, Romeo L, Ansuini C, Podda J, Battaglia F, Veneselli E, Pontil M, Becchio C.  2018.  Prospective motor control obeys to idiosyncratic strategies in autism. Scientific reports. 8:1–9.
2017
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.
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.
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.
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.
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.
Cenci A, Liciotti D, Ercoli I, Zingaretti P, Carnielli VPaolo.  2016.  A cloud-based healthcare infrastructure for medical device integration: The bilirubinometer case study. 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA). :1–6.
Cenci A, Liciotti D, Ercoli I, Zingaretti P, Carnielli VPaolo.  2016.  A cloud-based healthcare infrastructure for medical device integration: The bilirubinometer case study. 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA). :1–6.
Callegari M, Zingaretti P.  2016.  Current Developments in Robotics and Mobile Machines. Journal of Intelligent & Robotic Systems. 81:167–168.
Pierdicca R, Frontoni E, Zingaretti P, Malinverni ESavina, Galli A, Marcheggiani E, Costa CSmaniotto.  2016.  Cyberarchaeology: improved way findings for archaeological parks through mobile augmented reality. International Conference on Augmented Reality, Virtual Reality and Computer Graphics. :172–185.

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