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E-book
Author IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations (15th : 2019 : Crete, Greece)

Title Artificial intelligence applications and innovations : AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings / John MacIntyre, Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis (eds.)
Published Cham, Switzerland : Springer, 2019

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Description 1 online resource (xiii, 244 pages) : illustrations (some color)
Series IFIP Advances in Information and Communication Technology, 1868-4238 ; 560
IFIP advances in information and communication technology ; 560. 1868-4238
Contents Intro; Preface; AIAI 2019 Workshops; Organization; Contents; 4th Workshop on "5G-Putting Intelligence to the Network Edge" (5G-PINE 2019); Preface; 4th Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE 2019); Organization; 4th Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE 2019); Program Chairs; Program Committee; A Cloud-Based Architecture for Video Services in Crowd Events; Abstract; 1 Introduction; 2 Use Case Description; 3 Architectural Components; 3.1 Hotspot LTE eMBMS; 3.2 Edge Video Orchestrator and Distributor; 3.3 Radio Access and Small Cells
3.4 User Equipment3.5 Main Data Center; 4 Cloud Testbed; 4.1 NCSR "Demokritos" (NCSRD) Campus; 4.2 OTE Testbed; 4.3 Egaleo Stadium; 5 Discussion; Acknowledgements; References; A New Self-planning Methodology Based on Signal Quality and User Traffic in Wi-Fi Networks; Abstract; 1 Introduction; 2 Proposed Self-planning Methodology; 3 AP Relocation Algorithm; 4 Performance Evaluation; 5 Conclusions; Acknowledgements; References; Enhanced Mobile Broadband as Enabler for 5G: Actions from the Framework of the 5G-DRIVE Project; Abstract; 1 Introduction
2 Enhanced Mobile Broadband as Fundamental Enabler of the "First Phase of 5G"3 eMBB Within the Context of the 5G-DRIVE Project; 3.1 eMBB Trials Scenarios in the 5G-DRIVE Framework; 3.2 KPIs for the Assessment of the eMBB Trials; 4 Conclusion; Acknowledgments; References; Inclusion of Telemetry and Data Analytics in the Context of the 5G ESSENCE Architectural Approach; Abstract; 1 Introduction; 2 Telemetry and Analytics in the 5G Ecosystem; 3 Telemetry, Analytics and Orchestration Framework in the Revised 5G ESSENCE Architecture; 3.1 Telemetry Module
3.2 Analytics Module and Orchestration Module4 Conclusion; Acknowledgments; References; A Framework to Support the Role of Telecommunication Service Providers in Evolving 5G Business Models; Abstract; 1 Introduction; 2 Business Roles in the 5G Ecosystem; 3 MATILDA Framework and Users; 3.1 MATILDA Solution; 3.2 MATILDA Framework Users and Interactions; 4 MATILDA Value Proposition Analysis for Telecommunication Service Providers; 5 Discussion; Acknowledgements; References; Orchestration of Mission-Critical Services over an NFV Architecture; Abstract; 1 Introduction; 2 Related Work
3 Deployment of Mission Critical Push-to-Talk over an NFV Architecture3.1 Platform Specifications; 3.2 Service Specifications; 4 Validation Scenario; 5 Monitoring and Orchestration; 6 Conclusions and Future Work; Acknowledgements; References; Testbeds for the Implementation of 5G in the European Union: The Innovative Case of the 5G-DRIVE Project; Abstract; 1 Introduction; 2 Actions for Tests-Trials at EU Level Towards the 5G Promotion; 3 The Context of the 5G-DRIVE Project; 4 Conclusion; Acknowledgments; References
Summary This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, in Hersonissos, Crete, Greece, in May 2019: the 8th Mining Humanistic Data Workshop, MHDW 2019, and the 4th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2019. The 6 full papers and 4 short papers presented at MHDW 2019 were carefully reviewed and selected from 13 submissions; out of the 14 papers submitted to 5G-PINE 2019, 6 were accepted as full papers and 1 as short paper. The MHDW papers focus on the application of innovative as well as existing data matching, fusion and mining and knowledge discovery and management techniques (such as decision rules, decision trees, association rules, ontologies and alignments, clustering, filtering, learning, classifier systems, neural networks, support vector machines, preprocessing, post processing, feature selection, visualization techniques) to data derived from all areas of humanistic sciences, e.g., linguistic, historical, behavioral, psychological, artistic, musical, educational, social, and ubiquitous computing and bioinformatics. The papers presented at 5G-PINE focus on several innovative findings coming directly from modern European research in the area of modern 5G telecommunications infrastructures and related innovative services and cover a wide variety of technical and business aspects promoting options for growth and development
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed June 18, 2019)
Subject Artificial intelligence -- Congresses
Artificial intelligence
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author MacIntyre, J. D. (John D.), editor.
Maglogiannis, Ilias, editor
Iliadis, Lazaros, editor
Pimenidis, Elias, editor
MHDW (Workshop) (8th : 2019 : Crete, Greece) jointly held conference
5G-PINE (Workshop) (4th : 2019 : Crete, Greece) jointly held conference
ISBN 9783030199098
3030199096
3030199088
9783030199081
9783030199104
303019910X
9783030199111
3030199118
Other Titles MHDW 2019
5G-PINE 2019