Publications
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2021. A low-cost and low-burden secure solution to track small-scale fisheries. Conference: 2021 International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea). :382-387.
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2021. A Synergic Integration of AIS Data and SAR Imagery to Monitor Fisheries and Detect Suspicious Activities. Sensors. 21(2756)
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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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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.
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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.
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2020. Enhanced Vision to Improve Safety in Robotic Surgery. Handbook of Robotic and Image-Guided Surgery.
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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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2020. Heartbeat detection by Laser Doppler Vibrometry and Machine Learning. Sensors.
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2020. Machine Learning in Capital Markets: Decision Support System for Outcome Analysis. IEEE Access. 8:109080-109091.
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2020. Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0. Expert Systems with Applications. 140:112869.
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2020. Measurement of Users’ Well-Being Through Domotic Sensors and Machine Learning Algorithms. IEEE Sensors Journal. 20:8029-8038.
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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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2020. A regression framework to head-circumference delineation from US fetal images. Computer Methods and Programs in Biomedicine.
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2020. A Review on Advances in Intra-operative Imaging for Surgery and Therapy: Imagining the Operating Room of the Future. Annals of Biomedical Engineering.
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2020. A sequential deep learning application for recognising human activities in smart homes. Neurocomputing. 396:501–513.
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2020. SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
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2020. Transfer learning for informative-frame selection in laryngoscopic videos through learned features. Medical & Biological Engineering & Computing.
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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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2019. Empowered Optical Inspection by Using Robotic Manipulator in Industrial Applications.. IROS.
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2019. Inter-foetus Membrane Segmentation for TTTS Using Adversarial Networks. Annals of Biomedical Engineering.
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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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2019. Multiple instance learning for emotion recognition using physiological signals. IEEE Transactions on Affective Computing.
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2019. Preterm infants' pose estimation with spatio-temporal features. IEEE Transactions on Biomedical Engineering.
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2019. Programmazione ad Oggetti per l'Ingegneria Informatica. :IX-412.