11153nam 2200529 450 99646448790331620231110223510.03-030-79157-2(CKB)5590000000517255(MiAaPQ)EBC6676126(Au-PeEL)EBL6676126(OCoLC)1258125842(PPN)257360077(EXLCZ)99559000000051725520220327d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial intelligence applications and innovations AIAI 2021 IFIP WG 12.5 international workshops, 5G-PINE 2021, AI-BIO 2021, DAAI 2021, DARE 2021, EEAI 2021, and MHDW 2021, Hersonissos, Crete, Greece, June 25-27, 2021, proceedings /edited by Ilias Maglogiannis, John Macintyre, and Lazaros IliadisCham, Switzerland :Springer,[2021]©20211 online resource (507 pages)IFIP Advances in Information and Communication Technology ;v.6283-030-79156-4 Includes bibliographical references and index.Intro -- Preface -- Organization -- Contents -- 6th Workshop on "5G - Putting Intelligence to the Network Edge" (5G-PINE 2021) -- 5G-PINE 2021 Workshop -- Organization -- Workshop Co-chairs -- 5G Communications as "Enabler" for Smart Power Grids: The Case of the Smart5Grid Project -- 1 Introduction -- 2 Smart5Grid: An Innovative Context for the Energy Ecosystem -- 3 Smart5Grid Use Cases -- 3.1 Use Case 1: Automatic Power Distribution Grid Fault Detection -- 3.2 Use Case 2: Remote Inspection of Automatically Delimited Working Areas at Distribution Level -- 3.3 Use Case 3: Millisecond Level Precise Distribution Generation Control -- 3.4 Use Case 4: Real-Time Wide Area Millisecond Level Precise Distribution Generation Control -- 4 Concluding Remarks -- References -- 5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways -- 1 Introduction -- 2 Railway Vertical Services and Requirements in 5G-VICTORI -- 2.1 Vertical Services, Requirements and KPIs -- 2.2 Network Deployment Requirements and Options -- 3 5G-VICTORI Deployment for FRMCS -- 4 Further Challenges and Requirements -- 5 Conclusions -- References -- 5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing -- 1 Introduction -- 2 Background and Concepts -- 2.1 Data Shower and Multi-CDN -- 2.2 Streaming Monitoring and Analytics via MPEG-SAND -- 2.3 Network-Based Media Processing - NBMP -- 3 Data Shower Architecture and Deployment -- 4 Conclusion -- References -- A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond -- 1 Introduction -- 2 Zero-Touch Management in the Scope of the MonB5G Project -- 3 Architectural Framework -- 4 Assessment and Further Expectations -- References.A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory -- 1 Introduction -- 2 Specific Use Case -- 3 High Level Architecture -- 4 Infrastructure/Testbed -- 5 Scenarios -- 6 Conclusions and Future Work -- References -- Advanced First Responders' Services by Using FASTER Project Architectural Solution -- 1 Introduction -- 2 FASTER 5G-Enabling Network -- 3 FASTER QoS Monitoring Framework -- 4 Conclusion -- References -- High Mobility 5G Services for Vertical Industries - Network Operator's View -- 1 Introduction -- 2 Overview of the Vertical Industries in Focus -- 2.1 Automotive Sector -- 2.2 Unmanned Aviation Sector -- 3 3GPP 5GS Support of Vertical Industries in Focus -- 3.1 Approach to the Requirements -- 3.2 Implementation of Requirements - Architecture and Mechanisms -- 4 Key Gaps and Challenges -- 4.1 Network Slicing -- 4.2 RAN Mechanisms -- 4.3 Specific Architectural Support of V2X/UAV Use Cases -- 4.4 Multi-Access Edge Computing -- 4.5 Agile Management and Provisioning Architecture -- 5 Conclusions -- References -- Machine Learning-Based, Networking and Computing Infrastructure Resource Management -- 1 Introduction -- 2 Cell-Free Networking in Dense and Ultra-Dense Hotspot Areas -- 2.1 Dense User-Generated Content Distribution with mmWave Fronthauling -- 2.2 Ultra-Dense Video Traffic Delivery in a Converged Fixed-Mobile Network -- 3 Cognitive Assistance and Its Security and Privacy Implications in 5G and Beyond -- 3.1 Cognitive Assistance and Smart Connectivity for Next-Generation Sightseeing -- 3.2 Data Security and Privacy in Multi-tenant Infrastructures -- 4 Discussion -- References -- Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning -- 1 Introduction -- 2 System Model and Algorithm Description -- 2.1 System Model -- 2.2 Problem Formulation.2.3 Deep Q-Learning Framework and Algorithm Outline -- 3 Simulation Results -- 4 Conclusion -- References -- The Challenge of Security Breaches in the Era of 5G Networking -- 1 Introduction -- 2 Main Entities of the RESISTO Platform -- 3 The 5G Threat Landscape -- 3.1 5G Network Response to a Security Breach -- 4 Discussion -- References -- Top Challenges in 5G Densification -- 1 Introduction -- 2 Telecom Operators' Challenges Associated with 5G Densification -- 2.1 Site Acquisition at Street Level (Including Power Supply and Transport Capabilities) and Licensing -- 2.2 Aesthetic Impact and Other Social/public Issues -- 2.3 Energy Consumption Demand (and Energy Optimization) -- 2.4 Service Continuity Related to Power Issues -- 2.5 Increased Network Planning, Deployment and Optimization Complexity -- 2.6 Spectrum Related Issues -- 2.7 Huge CAPEX and OPEX -- 3 5G-PHOS Solution Overview -- 4 5G-PHOS Densification Figures -- 5 Summary -- References -- TYPHON: Hybrid Data Lakes for Real-Time Big Data Analytics - An Evaluation Framework in the Telecom Industry -- 1 Introduction -- 2 Related Work and Current Status -- 3 TYPHON and OTS Solutions at OTE -- 4 Our Evaluation Framework -- 4.1 Deployment Architecture -- 4.2 Use Cases -- 4.3 Scenarios -- 5 Evaluation Measurements Insights -- 6 New Capabilities Adopting TYPHON Technologies -- 6.1 Benefits for Users/Customers -- 6.2 Benefits for OTE -- 7 Conclusion -- References -- V2X Communications for the Support of GLOSA and Intelligent Intersection Applications -- 1 Introduction -- 2 V2X Communications in the 5G Era -- 3 5G-DRIVE's Implementation of V2X Communications -- 4 GLOSA and Intelligent Intersection V2X Use Cases -- 5 Concluding Remarks -- References -- Artificial Intelligence in Biomedical Engineering and Informatics Workshop (AI-BIO 2021) -- ΑΙ-ΒΙΟΜΕD 2021 Workshop -- Organization -- Workshop Chairs.A Machine Learning Approach for Recognition of Elders' Activities Using Passive Sensors -- 1 Introduction -- 2 Dataset -- 2.1 The Sensor Platform - Hardware Description -- 2.2 Rooms Setting -- 2.3 Dataset Features -- 2.4 Dataset Pre-processing -- 3 Classification Model -- 3.1 Bagged Trees -- 3.2 Tuning of Hyperpatameters -- 3.3 Evaluation of the Proposed Algorithm -- 4 Experimental Results -- 5 Conclusion and Future Work -- References -- Analyzing Collective Knowledge Towards Public Health Policy Making -- 1 Introduction -- 2 Literature Review -- 2.1 Electronic Health Records and Personal Health Records -- 2.2 Public Health Policies -- 2.3 Advancements of Proposed System -- 3 Proposed System -- 3.1 System Architecture -- 3.2 System Functionalities -- 4 Conclusions -- References -- Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Overview -- 3.2 Data Processing -- 3.3 Frame Representation -- 3.4 Video Representation -- 3.5 Classification -- 4 Experimental Results -- 5 Interpretability -- 6 Conclusion -- References -- An Inception-Based Architecture for Haemodialysis Time Series Classification -- 1 Introduction -- 2 Background and Related Work -- 2.1 Convolutional Neural Networks -- 2.2 Inception Networks -- 3 Inception-Based Classification -- 4 Results -- 5 Conclusions -- References -- Workshop on Defense Applications in AI (DAAI 2021) -- En -- Committee -- Topics of Interest -- Keynote Speakers under the DAAI 2021 Workshop -- Artificial Intelligence Cybersecurity Challenges -- Application of AI for GEOINT Services in the Space and Security Domain -- A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks -- 1 Introduction -- 2 Proposed Method -- 3 Experiments -- 4 Conclusions -- References.A Multimodal AI-Leveraged Counter-UAV Framework for Diverse Environments -- 1 Introduction -- 2 Literature Review -- 3 Description of the Environment and Sensing Methodologies -- 3.1 Multi-sensory Technology -- 3.2 UAV Flight Regions -- 4 Deep Learning Technology for UAV Detection -- 4.1 Training Data -- 4.2 UAV Detection Algorithm Architecture -- 5 Experimental Process and Results -- 6 Discussion and Recommendations -- References -- Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids -- 1 Introduction -- 2 Related Works -- 3 System Architecture -- 3.1 Anomaly Detection Module -- 3.2 GTM Engine -- 4 Evaluation -- 5 Conclusions -- References -- On the Potential of SDN Enabled Network Deployment in Tactical Environments -- 1 Introduction -- 2 Background and Related Work -- 3 Defense SDN Enabled Network -- 3.1 Proposed SDN Topology -- 3.2 AI Enabled SDN Routing -- 4 Evaluation Scenarios -- 5 Conclusions -- References -- Distributed AI for Resource - Constrained Platforms Workshop (DARE 2021) -- DARE 2021 Workshop -- Organization -- Program Committee -- A First Sensitivity Study of Multi-object Multi-camera Tracking Performance -- 1 Introduction -- 2 Related Work -- 3 Experimental Setup -- 3.1 OpenVINOTM Toolkit -- 3.2 OpenVINOTM Models -- 3.3 Multi-object Tracking Metrics -- 3.4 Variables Space -- 3.5 Video Samples and Results Collection -- 4 Results and Analysis -- 4.1 Frames Processing Time -- 4.2 Number of People and Speed Variation -- 4.3 Overlap Level Variation -- 4.4 Frame-Rate Variation -- 4.5 Other Variations -- 5 Conclusion -- References -- An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases -- 1 Introduction -- 2 MIRAI Use Cases and Rationale for Distributed AI -- 2.1 Use Case 1: Distributed Renewable Energy Systems.2.2 Use Case 2: Secure Internet Provisioning.IFIP Advances in Information and Communication Technology Artificial intelligenceCongressesArtificial intelligence006.3Iliadis Lazaros S.MacIntyre J. D.Maglogiannis Ilias G.MiAaPQMiAaPQMiAaPQBOOK996464487903316Artificial Intelligence Applications and Innovations1918852UNISA01722nam2 22003733i 450 CAG002658120231121125419.020040608d1988 ||||0itac50 baitaitz01i xxxe z01nTestimonianze fenicio-puniche a OristanoSabatino Moscaticataloghi di Maria Luisa UbertiRomaAccademia nazionale dei Lincei198863 p., \13! c. di tav.ill.27 cm.Ser. 8, vol. 31 (1988), fasc. 1CFI0112150001CFI01121502001 Atti della Accademia nazionale dei Lincei. Classe di scienze morali, storiche e filologiche. MemorieCollezioni archeologicheOristanoFIRRMLC237084ICiviltà fenicio-punicaSardegnaFIRRMLC237087IOggetti di scavoOristanoFIRRMLC237089I732.94421738.9379Arti della ceramica. Italia antica. Sardegna.21Moscati, SabatinoCFIV0192960703176Uberti, Maria LuisaCFIV060870ITIT-0120040608IT-RM028 IT-RM0418 IT-FR0017 Biblioteca Universitaria AlessandrinaRM028 BIBLIOTECA ACCADEMIA NAZ. DEI LINCEI E CORSINIANARM0418 Biblioteca umanistica Giorgio ApreaFR0017 NCAG0026581Biblioteca umanistica Giorgio Aprea 52DFA COLL A 3.1 52FLS0000328335 VMB RS Ser.8., vol.31., fasc.1.C 2015032720150327 01 10 52Testimonianze fenicio-puniche a Oristano160371UNICAS