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16 entries « 1 of 2 »

2022

Konstantinos-Filippos Kollias; Christine K Syriopoulou-Delli; Panagiotis Sarigiannidis; George F Fragulis , "Autism detection in High-Functioning Adults with the application of Eye-Tracking technology and Machine Learning", 2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022, ISBN: 978-1-6654-6717-9. Conference

Περίληψη | BibTeX | Ετικέτες: eye-tracking, High-Functioning Autism detection, IoT, machine learning, Transfer learning, web | Σύνδεσμοι:



2021

C. Chaschatzis; C. Karaiskou; E. Mouratidis; E. Karagiannis; P. Sarigiannidis , "Detection and Characterization of Stressed Sweet Cherry Tissues Using Machine Learning", Drones, 6 , pp. 3, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: diseases detection, machine learning, precision agriculture, ResNet, smart farming, stress detection, sweet cherries trees, Yolov5 | Σύνδεσμοι:



I. Siniosoglou; V. Argyriou; S. Bibi; T. Lagkas; P. Sarigiannidis , "Unsupervised Ethical Equity Evaluation of Adversarial Federated Networks", The 16th International Conference on Availability, Reliability and Security, 2021. Conference

Περίληψη | BibTeX | Ετικέτες: adverserial federated networks, machine learning, security | Σύνδεσμοι:



S. Sotiroudis; K. Siakavara; G. Koudouridis; P. Sarigiannidis; S. Goudos , "Enhancing Machine Learning Models for Path Loss Prediction Using Image Texture Techniques", IEEE Antennas and Wireless Propagation Letters, (Early Access) , 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: image texture, machine learning, mobile communications, pathloss prediction | Σύνδεσμοι:



Ilias Siniosoglou; Panagiotis Radoglou-Grammatikis; Georgios Efstathopoulos; Panagiotis Fouliras; Panagiotis Sarigiannidis , "A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments", {IEEE} Transactions on Network and Service Management, 1 (1), pp. 1, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Anomaly Detection, Auto-encoder, Cybersecurity, Deep Learning, Generative Adversarial Network, machine learning, Modbus, Smart Grid | Σύνδεσμοι:



T. Kotsiopoulos; P. Sarigiannidis; D. Ioannidis; D. Tzovaras , "Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm", Computer Science Review, 40 , pp. 100341, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Deep Learning, Industrial AI, Industry 4.0, machine learning, Smart Grid | Σύνδεσμοι:



P. Radoglou-Grammatikis; P. Sarigiannidis; E. Iturbe; E. Rios; S. Martinez; A. Sarigiannidis; G. Eftathopoulos; I. Spyridis; A. Sesis; N. Vakakis; D. Tzovaras; E. Kafetzakis; I. Giannoulakis; M. Tzifas; A. Giannakoulias; M. Angelopoulos; F. Ramos , "SPEAR SIEM: A Security Information and Event Management system for the Smart Grid", Computer Networks, pp. 108008, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Anomaly Detection, Cybersecurity, Deep Learning, Intrusion detection, machine learning, SCADA, Security Information and Event Management, Smart Grid | Σύνδεσμοι:



V. Moysiadis; P. Sarigiannidis; V. Vitsas; A. Khelifi , "Smart Farming in Europe", Computer Science Review, 39 , pp. 100345, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Μεγάλα Δεδομένα και Ευφυείς Εφαρμογές στο Διαδίκτυο των Πραγμάτων, Cloud Computing, Image Processing, machine learning, smart farming, Unmanned Aerial Vehicles (UAVs), Unmanned Ground Vehicles (UGVs), Wireless Sensor Networks (WSNs) | Σύνδεσμοι:



V. Kelli; V. Argyriou; T. Lagkas; G. Fragulis; E. Grigoriou; P. Sarigiannidis , "Ids for industrial applications: A federated learning approach with active personalization", Sensors, 21 (20), 2021, (cited By 0). Journal Article

Περίληψη | BibTeX | Ετικέτες: Active learning, Critical infrastructure, Federated learning, IDS, IoT, machine learning, Personalization | Σύνδεσμοι:



K.-F. Kollias; C.K. Syriopoulou-Delli; P. Sarigiannidis; G.F. Fragulis , "The contribution of Machine Learning and Eye-tracking technology in Autism Spectrum Disorder research: A Review Study", 2021. Conference

Περίληψη | BibTeX | Ετικέτες: ASD, ASD; Autism; Eye-tracking technology; Machine learning, Autism, Eye-tracking technology, machine learning | Σύνδεσμοι:



16 entries « 1 of 2 »

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