Publications

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Journal Article
Fulvio G.D., Frontoni E, Mancini A, Zingaretti P.  2016.  Multi-Point Stereovision System for Contactless Dimensional Measurements. Journal of Intelligent and Robotic Systems: Theory and Applications. 81:273-284.
Fulvio G.D., Frontoni E, Mancini A, Zingaretti P.  2016.  Multi-Point Stereovision System for Contactless Dimensional Measurements. Journal of Intelligent and Robotic Systems: Theory and Applications. 81:273-284.
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.
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.
Pierdicca R, Frontoni E, Zingaretti P, Malinverni ESavina, Colosi F., Orazi R..  2015.  Making visible the invisible. Augmented reality visualization for 3D reconstructions of archaeological sites. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9254:25-37.
Romeo L, Loncarski J, Paolanti M, Bocchini G, Mancini A, Frontoni E.  2020.  Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0. Expert Systems with Applications. 140:112869.
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.
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.
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.
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.
Frontoni E, Mancini A, Zingaretti P, Placidi V.  2014.  Information management for intelligent retail environment: The shelf detector system. Information (Switzerland). 5:255-271.
Malinverni ESavina, Tassetti A N, Mancini A, Zingaretti P, Frontoni E, Bernardini A..  2011.  Hybrid object-based approach for land use/land cover mapping using high spatial resolution imagery. International Journal of Geographical Information Science. 25:1025-1043.
Zingaretti P, Frontoni E, Malinverni ESavina, Mancini A.  2009.  A hybrid approach to land cover classification from multi spectral images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5716 LNCS:500-508.
Antognoli L, Moccia S, Migliorelli L, Casaccia S, Scalise L, Frontoni E.  2020.  Heartbeat detection by Laser Doppler Vibrometry and Machine Learning. Sensors.
Cesetti A., Mancini A, Frontoni E, Zingaretti P, Longhi S.  2008.  From simulated to real scenarios: A framework for multi-UAVs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5325 LNAI:17-28.
Mancini A, Cesetti A., Iualè A., Frontoni E, Zingaretti P, Longhi S.  2009.  A framework for simulation and testing of UAVs in cooperative scenarios. Journal of Intelligent and Robotic Systems: Theory and Applications. 54:307-329.
Frontoni E, Mancini A, Zingaretti P.  2014.  Feature group matching: A novel method to filter out incorrect local feature matchings. International Journal of Pattern Recognition and Artificial Intelligence. 28
Rosati R, Romeo L, Silvestri S, Marcheggiani F, Tiano L, Frontoni E.  2020.  Faster R-CNN approach for detection and quantification of DNA damage in comet assay images. Computers in Biology and Medicine. 123:103912.
Frontoni E, Mancini A, Zingaretti P.  2015.  Embedded vision sensor network for planogram maintenance in retail environments. Sensors (Switzerland). 15:21114-21133.
Mancini A, Frontoni E, Zingaretti P.  2015.  Embedded Multisensor System for Safe Point-to-Point Navigation of Impaired Users. IEEE Transactions on Intelligent Transportation Systems.
Frontoni E, Zingaretti P.  2006.  An efficient similarity metric for omnidirectional vision sensors. Robotics and Autonomous Systems. 54:750-757.
Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L.  2020.  Early temporal prediction of Type 2 Diabetes Risk Condition from a General Practitioner Electronic Health Record: A Multiple Instance Boosting Approach. Artificial Intelligence in Medicine. :101847.
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 .
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.
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.

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