Pubblicazioni

PUBBLICAZIONI

JOURNALS

Russo S., Tibermacine I. E., Tibermacine A., Chebana D., Nahili A., Starczewscki J., Napoli C. “Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study”. Frontiers In Human Neuroscience. 18, 1348154, 2024. DOI: 10.3389/fnhum.2024.1348154.  [Indexed on SCOPUS, ID 2-s2.0-85195152459]

▪ Guariglia C., Russo S., Nori R., Bonavita A., Piccardi L. “May reducing driving-related phobia recover Developmental Topographical Disorientation? A case report”, Neuropsychological Rehabilitation, submitted, 2024.

▪ Tibermacine I.E., Russo S., Chebana D., Tibermacine A., Nahili A., Napoli C. , Starczewski J. “Deep Learning-Based Classification of Acrophobia Levels using EEG Signals”. Biomedical Signal Processing and Control, submitted, 2024

▪ Tibermacine I.E., Tibermacine A., Russo S., Akrou D., Piccardi L., Napoli C. “Analyzing EEG Patterns in Young Adults Exposed to Different Auditory Stimuli”, Journal of King Saud University – Computer and Information Sciences, submitted, 2024.

▪ Falciglia S., Betello F., Russo S., Napoli C. ”Learning visual stimulus-evoked EEG manifold for neural image classification”. Neurocomputing, 558, 127654, 2024. DOI: 10.1016/j.neucom.2024.127654 [Indexed on SCOPUS, ID 2-s2.0-85190506481]

▪ Iacobelli E., Ponzi V., Russo S., Napoli C. ” Eye-Tracking System with Low-End Hardware: Development and Evaluation”. Information,  14(12):644, 2023. [Indexed on SCOPUS, ID 2-s2.0-85180554761]

▪ Fiani F., Russo S., Napoli C. ” An Advanced Solution Based on Machine Learning for Remote EMDR Therapy”. Technology,  11(6):172, 2023. [Indexed on SCOPUS, ID 2-s2.0-85180680379]

▪ Brandizzi N., Russo S., Galati G., Napoli C. (2022). Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits. Information, 13(11):511, 2022. [Indexed on SCOPUS, ID 2-s2.0-85144152564]

▪ Pepe S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., Napoli C. (2022). Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset. OMB Neurobiology, 6(3):17. [Indexed on SCOPUS, ID 2-s2.0-85144152564]

▪ De Magistris G., Russo S., Roma P., Starczewski J. T., & Napoli C. (2022). “An explainable fake news detector based on named entity recognition and stance classification applied to covid-19. Information”, 13(3), 137. [Indexed on SCOPUS, ID 2-s2.0-85126568633]

▪ Marcotrigiano V., Stingi G. D., Fregnan S., Magarelli P., Pasquale P., Russo S., Orsi G.B., Napoli C. (2021). An Integrated Control Plan in Primary Schools: Results of a Field Investigation on Nutritional and Hygienic Features in the Apulia Region (Southern Italy). Nutrients, 13(9), 3006. [Indexed on SCOPUS, ID 2-s2.0-85113787490]

PROCEEDINGS

▪ Napoli C., Napoli C., Ponzi V., Puglisi A., Russo S., Tibermacine I. E. “Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers”. 10th Italian Workshop on Artificial Intelligence and Robotics, AIRO 2023, CEUR Workshop Proceedings, 3686, pp. 1-10, 2024. [Indexed on SCOPUS, ID 2-s2.0-85195152459]

▪ Fiani F., Russo S., Napoli C. “A Fully Automatic Visual Attention Estimation Support System for A Safer Driving Experience”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, SYSTEM 2023, CEUR Workshop Proceedings, 40-50, 2023. [Indexed on SCOPUS, ID 2-s2.0-85195444436]

▪ Tibermacine I.E., Tibermacine A., Guettala W., Napoli C., Russo S. ”Enhancing Sentiment Analysis on SEED-IV Dataset with Vision Transformers: A Comparative Study”. ACM International Conference Proceeding Series, pp. 238-246, 2023. DOI: 10.1145/3638985.3639024 [Indexed on SCOPUS, ID 2-s2.0-85188341481]

▪ Boutarfaia N., Russo S., Tibermacine A., Tibermacine I.E. “Deep Learning for EEG-Based Motor Imagery Classification: Towards Enhanced Human-Machine Interaction and Assistive Robotics”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, SYSTEM 2023 1, CEUR Workshop Proceedings, 68-74, 2023. [Indexed on SCOPUS, ID 2-s2.0-85195478996]

▪ Fiani F., Ponzi V., Russo C. “Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, SYSTEM 2023 1, CEUR Workshop Proceedings, 85-95, 2023.  [Indexed on SCOPUS, ID 2-s2.0-85195470977]

▪ Iacobelli E., Russo S., Napoli C. “A Machine Learning based Real-Time Application for Engagement Detection”. ICYRIME 2023, CEUR Workshop Proceedings, 3695, 75-84, 2023. [Indexed on SCOPUS, ID 2-s2.0-85195484269]

▪ Alfarano A., De Magistris G., Mongelli L., Russo S., Starczewski J., Napoli C. ” A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection”. PROCEEDINGS of the 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023, Lecture Notes in Computer Science, LNAI, 14126, pp. 3-16, 2023. [Indexed on SCOPUS, ID 2-s2.0-85174445443]

▪ Ponzi V., Russo S., Wajda A., Napoli C. ” A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, SYSTEM 2022, 1, CEUR Workshop Proceedings, 3360, pp. 5-15, 2022. [Indexed on SCOPUS, ID 2-s2.0-85160828410]

▪ Ponzi V., Russo S., Wajda A., Brociek R., Napoli C. “Analysis Pre and Post COVID-19 Pandemic Rorschach Test Data of Using EM Algorithms and GMM Models”. PROCEEDINGS of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2022, 1, CEUR Workshop Proceedings, 3360, pp. 55-63, 2022. [Indexed on SCOPUS, ID 2-s2.0-85149669890]

▪ De Magistris G., Caprari R., Castro G., Russo S., Iocchi L., Nardi D. and Napoli C. “Vision-based holistic scene understanding for context-aware human-robot interaction”. PROCEEDINGS of the 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA), Springer, LNAI, Vol. 13196, pp. 310-125, 2022. [Indexed on SCOPUS, ID 2-s2.0-85135069227]

▪ Napoli C., De Magistris G., Iocchi L., Napoli C., Nardi D., Russo S., “Healthcare Emergency Resources for Mass Epidemics Sustainability with Intelligent, Robotic, and Embedded Devices”. PROCEEDINGS of the 2nd Ital-IA national congress on AI, medicine and health, 2022, CINI, 145.

▪ Brandizzi N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., Napoli C. “Unsupervised Pose Estimation by means of an innovative Vision Transformer”. PROCEEDINGS of the 21st International Conference on Artificial Intelligence and Soft Computing (ICAISC), LNCS, Springer, pp. 3-20, 2022. [Indexed on SCOPUS, ID 2-s2.0-85149669890]

▪ Cardia F., Coppa F., De Magistris G., Russo S., Napoli C. and Napoli C. “Contagion prevention of COVID-19 in retail stores with proximity detection”. PROCEEDINGS of the 6th Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM), CEUR Workshop Proceedings, 3092, pp. 89-94, 2021. [Indexed on SCOPUS, ID 2-s2.0-85126138443]

▪ Brandizzi N., Bianco V., Castro G., Russo S., Wajda A. “Automatic RGB Inference Based on Facial Emotion Recognition”. PROCEEDINGS of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (SYSTEM), 2021, CEUR Workshop Proceedings, 3092, pp. 66-74, 2021. [Indexed on SCOPUS, ID 2-s2.0-85126081352]

▪ Dat N.N., Ponzi V., Russo S., Vincelli F. “Supporting Impaired People with a Following Robotic Assistant by means of End-to-End Visual Target Navigation and Reinforcement Learning Approaches”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics and Engineering (ICYRIME), CEUR Workshop Proceedings, 3118, pp. 51-63, 2021. [Indexed on SCOPUS, ID 2-s2.0-85128510663]

▪ Ponzi V., Russo S., Bianco V., Napoli C., Wajda A. “Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study”. PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics and Engineering (ICYRIME), CEUR Workshop Proceedings, 3118, pp. 26-33, 2021. [Indexed on SCOPUS, ID 2-s2.0-85128531136]

▪ Brandizzi N., Russo S., Brociek R., Wajda A. “First Studies to Apply the Theory of Mind Theory to Green and Smart Mobility by Using Gaussian Area Clustering”, PROCEEDINGS of the International Conference of Yearly Reports on Informatics, Mathematics and Engineering (ICYRIME), CEUR Workshop Proceedings, 3118, pp. 71-76, 2021. [Indexed on SCOPUS, ID 2-s2.0-85128560663]

Russo S., Illari S.I., Avanzato R., Napoli, C.: “Reducing the psychological burden of isolated oncological patients by means of decision trees”. PROCEEDINGS of International Conference for Young Researchers in Informatics, Mathematics, and Engineering (ICYRIME), vol. 2768, pp. 46- 53, ceur-ws.org, 2020. [Indexed on SCOPUS, ID 2-s2.0-85097896951]

▪ Illari S.I., Russo S., Avanzato R., Napoli, C.: “A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients”. PROCEEDINGS of Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM), vol. 2694, pp. 29-35, ceur- ws.org, 2020. [Indexed on SCOPUS, ID 2-s2.0-85093359292]

▪ Capizzi G., Russo S., Napoli C., Marcin Woźniak: “Lessening stress and anxiety-related behaviors by means of AI-driven drones for aromatherapy”. Proceedings of 6th Italian Workshop on Artificial Intelligence and Robotics of the 18th International Conference of the Italian Association for Artificial Intelligence, vol. 2594, pp. 7-12, 2020. [Indexed on SCOPUS, ID 2-s2-0-85084504776]

▪ Avanzato R., Beritelli F., Russo M., Russo S., Vaccaro M.: “YOLOv3-based mask and face recognition algorithm for individual protection applications”. PROCEEDINGS of International Conference for Young Researchers in Informatics, Mathematics, and Engineering (ICYRIME), vol. 2768, pp. 41-45, ceur-ws.org, 2020. [Indexed on SCOPUS, ID 2-s2.0-85097903936]

Russo S. , Napoli C.: “A comprehensive solution for psychological treatment and therapeutic path planning based on knowledge base and expertise sharing”. Proceedings of International Conference for Young Researchers in Informatics, Mathematics, and Engineering (ICYRIME), vol. 2472, pp. 41-47, ceur-ws.org, 2019. [Indexed on SCOPUS, ID 2-s2-0-85074075005]

▪ Lo Sciuto G., Russo S., Napoli C.: “A cloud-based flexible solution for psychometric tests validation, administration and evaluation”. Proceedings of Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM), vol. 2478, pp. 16-21, ceur-ws.org, 2019. [Indexed on SCOPUS, ID 2-s2-0-85074104447]

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