SAMUELE RUSSO

PhD Student

PhD program:: XXXVII
email: samuele.russo@uniroma1.it





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: 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023 (pol)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-42507-3; 978-3-031-42508-0)

11573/1683239 - 2023 - Unsupervised Pose Estimation by Means of an Innovative Vision Transformer
Brandizzi, N.; Fanti, A.; Gallotta, R.; Russo, S.; Iocchi, L.; Nardi, D.; Napoli, C. - 04b Atto di convegno in volume
conference: 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022 (Zakopane, Poland)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-23479-8; 978-3-031-23480-4)

11573/1698932 - 2023 - An Advanced Solution Based on Machine Learning for Remote EMDR Therapy
Fiani, F.; Russo, S.; Napoli, C. - 01a Articolo in rivista
paper: TECHNOLOGIES (Basel : MDPI) pp. - - issn: 2227-7080 - wos: (0) - scopus: 2-s2.0-85180680379 (0)

11573/1698263 - 2023 - Eye-Tracking System with Low-End Hardware: Development and Evaluation
Iacobelli, E.; Ponzi, V.; Russo, S.; Napoli, C. - 01a Articolo in rivista
paper: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: (0) - scopus: 2-s2.0-85180554761 (0)

11573/1664529 - 2022 - Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits
Brandizzi, N.; Russo, S.; Galati, G.; Napoli, C. - 01a Articolo in rivista
paper: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:000881181500001 (1) - scopus: 2-s2.0-85141781221 (6)

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)

11573/1625134 - 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 (12) - scopus: 2-s2.0-85126568633 (22)

11573/1664524 - 2022 - Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset
Pepe, S.; Tedeschi, S.; Brandizzi, N.; Russo, S.; Iocchi, L.; Napoli, C. - 01a Articolo in rivista
paper: OBM NEUROBIOLOGY (Beachwood OH: Open Biomedical Publishing Corporation) pp. - - issn: 2573-4407 - wos: (0) - scopus: 2-s2.0-85144152564 (5)

11573/1683652 - 2022 - A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data
Ponzi, V.; Russo, S.; Wajda, A.; Napoli, C. - 04b Atto di convegno in volume
conference: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (ita)
book: CEUR Workshop Proceedings - ()

11573/1684839 - 2022 - Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models
Ponzi, Valerio; Russo, Samuele; Agata, Wajda; Rafa, Brociek; Napoli, Christian - 04b Atto di convegno in volume
conference: SYSTEM 2022 Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2022 (Brunico; Italia)
book: CEUR Workshop Proceedings - ()

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: 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 - ()

11573/1566633 - 2021 - An Integrated Control Plan in Primary Schools: Results of a Field Investigation on Nutritional and Hygienic Features in the Apulia Region (Southern Italy)
Marcotrigiano, Vincenzo; Stingi, Giacomo Domenico; Fregnan, Simona; Magarelli, Pantaleo; Pasquale, Pietro; Russo, Samuele; Orsi, Giovanni Battista; Montagna, Maria Teresa; Napoli, Christian; Napoli, Christian - 01a Articolo in rivista
paper: NUTRIENTS (Basel, Switzerland: Molecular Diversity Preservation International (MDPI)) pp. 1-14 - issn: 2072-6643 - wos: WOS:000701100700001 (3) - scopus: 2-s2.0-85113787490 (12)

11573/1684741 - 2021 - Supporting impaired people with a following robotic assistant by means of end-to-end visual target navigation and reinforcement learning approaches
Ngoc Dat, Nguyen; Ponzi, Valerio; Russo, Samuele; Vincelli, Francesco - 04b Atto di convegno in volume
conference: 2021 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2021 (Ita)
book: CEUR Workshop Proceedings - ()

11573/1684835 - 2021 - Psychoeducative social robots for an healthier lifestyle using artificial intelligence: a case-study
Ponzi, Valerio; Russo, Samuele; Bianco, Valerio; Napoli, Christian; Agata, Wajda - 04b Atto di convegno in volume
conference: 2021 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2021 (Ita)
book: CEUR Workshop Proceedings - ()

11573/1559305 - 2020 - YOLOv3-based mask and face recognition algorithm for individual protection applications
Avanzato, R.; Beritelli, F.; Russo, M.; Russo, S.; Vaccaro, M. - 04b Atto di convegno in volume
conference: 2020 International Conference for Young Researchers in Informatics, Mathematics, and Engineering, ICYRIME 2020 (Online)
book: CEUR Workshop Proceedings - ()

11573/1391564 - 2020 - Lessening stress and anxiety-related behaviors by means of AI-driven drones for aromatherapy
Capizzi, Giacomo; Napoli, Christian; Russo, Samuele; Wozniak, Marcin - 04b Atto di convegno in volume
conference: Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AIxIA 2019) (Rende; Italy)
book: Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AIxIA 2019) - ()

11573/1496064 - 2020 - A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients
Illari, S. I.; Russo, S.; Avanzato, R.; Napoli, C. - 04b Atto di convegno in volume
conference: 5th Symposium for Young Scientists in Technology, Engineering and Mathematics, SYSTEM 2020 (Online)
book: Proceedings of the 5th Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM 2020) - ()

11573/1496060 - 2020 - Reducing the psychological burden of isolated oncological patients by means of decision trees
Russo, S.; Illari, S. I.; Avanzato, R.; Napoli, C. - 04b Atto di convegno in volume
conference: 2020 International Conference for Young Researchers in Informatics, Mathematics, and Engineering, ICYRIME 2020 (Online)
book: CEUR Workshop Proceedings - ()

11573/1344276 - 2019 - A cloud-based flexible solution for psychometric tests validation, administration and evaluation
Lo Sciuto, G.; Russo, S.; Napoli, C. - 04b Atto di convegno in volume
conference: 2019 Symposium for Young Scientists in Technology, Engineering and Mathematics, SYSTEM 2019 (Gliwice; Poland)
book: SYSTEM 2019 Symposium for Young Scientists in Technology, Engineering and Mathematics - ()

11573/1344281 - 2019 - A comprehensive solution for psychological treatment and therapeutic path planning based on knowledge base and expertise sharing
Russo, S.; Napoli, C. - 04b Atto di convegno in volume
conference: 2019 International Conference for Young Researchers in Informatics, Mathematics, and Engineering, ICYRIME 2019 (Catania; Italy)
book: ICYRIME 2019 International Conference for Young Researchers in Informatics, Mathematics, and Engineering - ()

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