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Giovanni Delnevo

Ricercatore a tempo determinato tipo a) (junior)

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: INF/01 INFORMATICA

Pubblicazioni

Delnevo G.; Girau R.; Ceccarini C.; Prandi C., A Deep Learning and Social IoT approach for Plants Disease Prediction toward a Sustainable Agriculture, «IEEE INTERNET OF THINGS JOURNAL», 2021, 9, pp. 7243 - 7250 [articolo]Open Access

Delnevo G.; Mirri S.; Sole M.; Giusto D.; Girau R., A deep learning approach to anthropogenic load assessment for sustainable coastal tourism, in: 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE Globecom Workshops, GC Wkshps 2021, Trade Fair Institution of Madrid (IFEMA), esp, 2021) [Contributo in Atti di convegno]

Roccetti, Marco; Delnevo, Giovanni; Casini, Luca; Mirri, Silvia, An alternative approach to dimension reduction for pareto distributed data: a case study, «JOURNAL OF BIG DATA», 2021, 8, Article number: 39, pp. 1 - 23 [articolo]Open Access

M. Roccetti, L. Casini, G. Delnevo, S.Bonfante, Dimensionality Reduction and the Strange Case of Categorical Data for Predicting Defective Water Meter Devices, in: Human Interaction, Emerging Technologies and Future Applications III, Cham Switzerland, Springer Nature, «ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING», 2021, 1253, pp. 155 - 159 (atti di: 3rd International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET 2020), Paris, France, August 27–29, 2020) [Contributo in Atti di convegno]

Delnevo G.; Aguzzi G.; Letizi S.; Luffarelli M.; Petreti A.; Mirri S., Encouraging users in waste sorting using deep neural networks and gamification, in: GoodIT 2021 - Proceedings of the 2021 Conference on Information Technology for Social Good, Association for Computing Machinery, Inc, 2021, pp. 230 - 235 (atti di: 1st Conference on Information Technology for Social Good, GoodIT 2021, ita, 2021) [Contributo in Atti di convegno]

Delnevo G.; Prandi C.; Mirri S.; Manzoni P., Evaluating the practical limitations of TinyML: An experimental approach, in: 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE Globecom Workshops, GC Wkshps 2021, Trade Fair Institution of Madrid (IFEMA), esp, 2021) [Contributo in Atti di convegno]

Roccetti, Marco; Delnevo, Giovanni, Modeling CoVid-19 Diffusion with Intelligent Computational Techniques is not Working. What Are We Doing Wrong?, in: Advances in Intelligent Systems and Computing, Cham Switzerland, Springer Nature, «ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING», 2021, 1378, pp. 479 - 484 (atti di: Human Interaction, Emerging Technologies and Future Applications IV, Strasbourg, France, April 2021) [Contributo in Atti di convegno]

Prandi C.; Delnevo G.; Salomoni P.; Mirri S., On supporting university communities in indoor wayfinding: An inclusive design approach, «SENSORS», 2021, 21, Article number: 3134, pp. 3134 - 3156 [articolo]Open Access

Mirri S.; Roccetti M.; Delnevo G., The new york city covid‐19 spread in the 2020 spring: A study on the potential role of particulate using time series analysis and machine learning, «APPLIED SCIENCES», 2021, 11, Article number: 1177, pp. 1 - 19 [articolo]Open Access

Delnevo, Giovanni; Mancini, Giacomo; Roccetti, Marco; Salomoni, Paola; Trombini, Elena; Andrei, Federica, The Prediction of Body Mass Index from Negative Affectivity through Machine Learning: A Confirmatory Study, «SENSORS», 2021, 21, Article number: 2361, pp. 1 - 13 [articolo]Open Access

Roccetti, M., Delnevo, G., Casini, L., Salomoni, P., A Cautionary Tale for Machine Learning Design: why we Still Need Human-Assisted Big Data Analysis, «MOBILE NETWORKS AND APPLICATIONS», 2020, 2020, pp. 1075 - 1083 [articolo]

Delnevo G., A Study on the Limits and Potential of Machine Predictions from a Human-Big Data-Machine Interaction Perspective, in: ACM International Conference Proceeding Series, New York, Association for Computing Machinery, 2020, pp. 234 - 235 (atti di: 6th EAI International Conference on Smart Objects and Technologies for Social Good, GOODTECHS 2020, Online, 2020) [Contributo in Atti di convegno]

Delnevo G.; Mambelli G.; Rubano V.; Prandi C.; Mirri S., Almawhere 2.0: A pervasive system to facilitate indoor wayfinding, in: 2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 4 (atti di: 17th IEEE Annual Consumer Communications and Networking Conference, CCNC 2020, usa, 2020) [Contributo in Atti di convegno]

Giovanni Delnevo; Marco Roccetti; Luca Casini, Categorical data as a stone guest in a data science project for predicting defective water meters, in: Proceedings SCIFI-IT'2020 - 4th Annual Science Fiction Prototyping Conference, Ghent, Eurosis, 2020, pp. 24 - 26 (atti di: SCIFI-IT'2020 - 4th Annual Science Fiction Prototyping Conference, De Krook, Ghent, Belgium, March 23-25, 2020) [Contributo in Atti di convegno]

Casini L.; Delnevo G.; Roccetti M.; Zagni N.; Cappiello G., Deep water: Predicting water meter failures through a human-machine intelligence collaboration, in: Human Interaction and Emerging Technologies, «ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING», 2020, 1018, pp. 688 - 694 (atti di: 1st International Conference on Human Interaction and Emerging Technologies, Nice, France, 22-24 August 2019) [Contributo in Atti di convegno]

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