Publications

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Frontoni E, Raspa P., Mancini A, Zingaretti P, Placidi V.  2013.  Customers' activity recognition in intelligent retail environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8158 LNCS:509-516.
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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.
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 .
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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.
Antonicelli R., Raffaelli S., Bossini A., Paciaroni E., Zingaretti P, Botta G.F..  1989.  Evaluation of efficacy and tolerability of the association Captopril 50 mg + hydrochlorothiazide 15 mg in the elderly [VALUTAZIONE DELL'EFFICACIA E TOLLERABILITA DELL'ASSOCIAZIONE A DOSE FISSA DI CAPTOPRIL (CPT) 50 MG E IDROCLOROTIAZIDE (HCTZ) 15 MG IN SO. European Review for Medical and Pharmacological Sciences. 11:155-161.
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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.
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.
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De Giovanni L., Massi G, Pezzella F., Pfetsch M.E., Rinaldi G., Ventura P.d.  2013.  A heuristic and an exact method for the gate matrix connection cost minimization problem. International Transactions in Operational Research. 20:627-643.
Frontoni E, Contigiani M, Ribighini G..  2014.  A heuristic approach to evaluate occurrences of products for the planogram maintenance. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
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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.
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.
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.
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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.
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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.
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.
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.
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.
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.
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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}.
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Frontoni E, Marinelli F, Paolanti M, Rosetti R, Zingaretti P.  2016.  Optimal production planning by reusing components. Control and Automation (MED), 2016 24th Mediterranean Conference on. :1272–1277.
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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.
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Paolanti M, Romeo L, Martini M, Mancini A, Frontoni E, Zingaretti P.  2019.  Robotic retail surveying by deep learning visual and textual data. Robotics and Autonomous Systems. 118:179–188.

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