GIORGIO DE MAGISTRIS

PhD Student

PhD program:: XXXVII
email:





Research products

11573/1691853 - 2023 - A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection
Alfarano, A.; De Magistris, G.; Mongelli, L.; Russo, S.; Starczewski, J.; Napoli, C. - 04b Atto di convegno in volume
conference: International Conference on Artificial Intelligence and Soft Computing (Zakopane; Poland)
book: Artificial Intelligence and Soft Computing 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II - (978-3-031-42507-3; 978-3-031-42508-0)

11573/1664521 - 2023 - A GAN Approach for Anomaly Detection in Spacecraft Telemetries
Ciancarelli, C.; De Magistris, G.; Cognetta, S.; Appetito, D.; Napoli, C.; Nardi, D. - 04b Atto di convegno in volume
conference: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 (Salamanca)
book: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022). Salamanca, Spain, September 5–7, 2022, Proceedings - (978-3-031-18049-1; 978-3-031-18050-7)

11573/1686143 - 2023 - Visual odometry with depth-wise separable convolution and quaternion neural networks
De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T. - 04b Atto di convegno in volume
conference: 9th Italian workshop on artificial intelligence and robotics. AIRO 2022 (Udine; Italy)
book: CEUR workshop proceedings - ()

11573/1714651 - 2023 - Enhancing Scene Realism through Neural Radiance Fields and Monocular Depth Estimation
De Magistris, G.; Rodriguez, J. D.; Napoli, C. - 04b Atto di convegno in volume
conference: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (ita)
book: CEUR Workshop Proceedings - ()

11573/1691856 - 2023 - Type-2 Fuzzy Classifier with Smooth Type-Reduction
Nieszporek, K; De Magistris, G; Napoli, C; Starczewski, Jt - 04b Atto di convegno in volume
conference: Artificial Intelligence and Soft Computing (Zakopane; Poland)
book: Artificial Intelligence and Soft Computing - (978-3-031-23491-0; 978-3-031-23492-7)

11573/1683651 - 2022 - An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics
De Magistris, G.; Iacobelli, E.; Brociek, R.; Napoli, C. - 04b Atto di convegno in volume
conference: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)
book: ICYRIME 2022 Yearly Reports on Informatics, Mathematics, and Engineering Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering Catania, Italy, August 26-29, 2022 - ()

11573/1651140 - 2022 - Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction
De Magistris, Giorgio; Caprari, Riccardo; Castro, Giulia; Russo, Samuele; Iocchi, Luca; Nardi, Daniele; Napoli, Christian - 04b Atto di convegno in volume
conference: 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021 (Virtual, Online)
book: AIxIA 2021 – Advances in Artificial Intelligence. 20th International Conference of the Italian Association for Artificial Intelligence Virtual Event, December 1–3, 2021 Revised Selected Papers - (978-3-031-08420-1; 978-3-031-08421-8)

11573/1684840 - 2022 - A Novel DWT-based Encoder for Human Pose Estimation
De Magistris, Giorgio; Romano, Matteo; Starczewski, Janusz; Napoli, Christian - 04b Atto di convegno in volume
conference: SYSYEM 2022: 8th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (Brunek; Italy)
book: Proceedings of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics - ()

11573/1625134 - 2022 - An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19
De Magistris, Giorgio; Russo, Samuele; Roma, Paolo; Starczewski, Janusz T.; Napoli, Christian - 01a Articolo in rivista
paper: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:000775045300001 (18) - scopus: 2-s2.0-85126568633 (33)

11573/1650911 - 2022 - Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control
Napoli, Christian; De Magistris, Giorgio; Ciancarelli, Carlo; Corallo, Francesco; Russo, Francesco; Nardi, Daniele - 01a Articolo in rivista
paper: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:000841013700009 (11) - scopus: 2-s2.0-85133424103 (18)

11573/1625561 - 2021 - A Customized Approach to Anomalies Detection by using Autoencoders
Aureli, R.; Brandizzi, N.; De Magistris, G.; Brociek, R. - 04b Atto di convegno in volume
conference: 2021 Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2021 (Catania; Italia)
book: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 - ()

11573/1625569 - 2021 - Contagion Prevention of COVID-19 by means of Touch Detection for Retail Stores
Brociek, Rafał; De Magistris, Giorgio; Cardia, Francesca; Coppa, Federica; Russo, Samuele - 04b Atto di convegno in volume
conference: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 (Catania; Italia)
book: Proceedings of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (SYSTEM 2021) - ()

11573/1623694 - 2021 - FPGA Implementation of a Parallel DDS for Wide-Band Applications
De Magistris, G.; Rametta, C.; Capizzi, G.; Napoli, C. - 04b Atto di convegno in volume
conference: 2021 Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2021 (Catania; Italia)
book: SYSTEM 2021 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2021 - ()

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