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.
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, 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.
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.
Romeo L, Armentano G, Nicolucci A, Vespasiani M, Vespasiani G, Frontoni E.  2020.  A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20}.
Liciotti D, Bernardini M, Romeo L, Frontoni E.  2020.  A sequential deep learning application for recognising human activities in smart homes. Neurocomputing. 396:501–513.
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 .
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.
Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L.  2019.  TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records. Computers in Biology and Medicine. 112:103358.
Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L.  2019.  TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records. Computers in Biology and Medicine. 112:103358.
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).
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.
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, 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).
2016
Paolanti M, Bacchiani R.a, Frontoni E, Mancini A, De Leo R.a, Zingaretti P, Bisceglia B.b.  2016.  Accurate modeling of the microwave treatment in reverberating chamber. sanitation of agro food material. Mediterranean Microwave Symposium. 2016-January
Paolanti M, Bacchiani R.a, Frontoni E, Mancini A, De Leo R.a, Zingaretti P, Bisceglia B.b.  2016.  Accurate modeling of the microwave treatment in reverberating chamber. sanitation of agro food material. Mediterranean Microwave Symposium. 2016-January
Innocenti B, Lambert P, Larrieu J-C, Pianigiani S, Paolanti M, Bernardini M, Cenci A, Frontoni E.  2016.  Development of an automatic procedure to mechanically characterize soft tissue materials. Mechatronic and Embedded Systems and Applications (MESA), 2016 12th IEEE/ASME International Conference on. :1–6.
Paolanti M, Pollini R.a, Frontoni E, Mancini A, De Leo R.a, Zingaretti P, Bisceglia B.b.  2016.  Exposure protocol setup for agro food treatment. Method and system for developing an application for heating in reverberation chamber. Mediterranean Microwave Symposium. 2016-January
2014
Liciotti D, Ferroni G., Frontoni E, Squartini S., Principi E., Bonfigli R., Zingaretti P, Piazza F.  2014.  Advanced integration of multimedia assistive technologies: A prospective outlook. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
Rossi L., Belli A., De Santis A., Diamantini C., Frontoni E, Gambi E., Palma L., Pernini L., Pierleoni P., Potena D. et al..  2014.  Interoperability issues among smart home technological frameworks. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
Frontoni E, Baldi M, Zingaretti P, Landro V, Misericordia P.  2014.  Security issues for data sharing and service interoperability in eHealth systems: the Nu. Sa. test bed. Security Technology (ICCST), 2014 International Carnahan Conference on. :1–6.
Frontoni E, Mancini A, Zingaretti P, Malinverni ESavina, Pesaresi S.c, Biondi E.c, Pandolfi M.d, Marseglia M.e, Sturari M, Zabaglia C.g.  2014.  SIT-REM: An interoperable and interactive web geographic information system for fauna, flora and plant landscape data management. ISPRS International Journal of Geo-Information. 3:853-867.
Gaujens A., Benini A., Mancini A, Longhi S.  2014.  Testing of cooperative tasks for Unmanned Aerial and ground platforms. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
Cocchioni F, Pierfelice V., Benini A., Mancini A, Frontoni E, Zingaretti P, Ippoliti G., Longhi S.  2014.  Unmanned ground and aerial vehicles in extended range indoor and outdoor missions. 2014 International Conference on Unmanned Aircraft Systems, ICUAS 2014 - Conference Proceedings. :374-382.

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