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Titlebook: Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops; 5G-PINE 2021, AI-BIO Ilias Maglogiann

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期刊全称Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops
期刊简称5G-PINE 2021, AI-BIO
影响因子2023Ilias Maglogiannis,John Macintyre,Lazaros Iliadis
视频video
学科分类IFIP Advances in Information and Communication Technology
图书封面Titlebook: Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops; 5G-PINE 2021, AI-BIO Ilias Maglogiann
影响因子.This book constitutes the refereed proceedings of six International Workshops held as parallel events of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, virtually and in Hersonissos, Crete, Greece, in June 2021: the 6th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2021; Artificial Intelligence in Biomedical Engineering and Informatics Workshop, AI-BIO 2021; Workshop on Defense Applications of AI, DAAI 2021; Distributed AI for Resource-Constrained Platforms Workshop, DARE 2021; Energy Efficiency and Artificial Intelligence Workshop, EEAI 2021; and the 10th Mining Humanistic Data Workshop, MHDW 2021...The 24 full papers and 16 short papers presented at these workshops were carefully reviewed and selected from 72 submissions. The papers presented at 5G-PINE focus on the latest AI applications in the telecommunication industry and AI in modern 5G-oriented telecommunications infrastructures. Thepapers chosen for AI-BIO 2021 present research on the subject of AI, in its broadest sense, in biomedical engineering and health informatics. The DAAI 2021 papers aim at presenting recent evolutions in artific
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5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways. This paper discusses the service Key Performance Indicators (KPIs) and technical requirements and provides an overview of the proposed experimental deployment in an operational railway environment in the area of Patras, Greece.
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A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management,of slices. In the paper, we identified each separate architectural layer and explained all involved modules and interfaces. The proposed framework is able to support the deployment of a massive number of slices in different administrative and technological domains. Furthermore, the potential extensi
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Advanced First Responders’ Services by Using FASTER Project Architectural Solutionfirst responders could be interconnected in a reliable network, which will provide a low latency and ultra-high throughput transmission being able to support all the advanced equipment and devices (UAVs, robots, AMRs, augmented reality and virtual reality glasses, etc.) that the first responders nee
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Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learningnamely the Water-filling and Weighted Minimum Mean Squared Error (WMMSE) algorithms, as well as a fixed power control scheme. The evaluation outcomes demonstrate the ability of the DRL framework in accurately approaching the user requirements, whereas the Water-filling and WMMSE solutions present la
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A Machine Learning Approach for Recognition of Elders’ Activities Using Passive Sensorsth is the gender. The final data set includes 75,128 records. Totally, 25 Classification Algorithms were used in an effort to determine the more efficient model. The best performance has been achieved by employing the . algorithm. A combination of .-. and . was used in order to tune the values of th
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