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Artificial 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

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ilias Maglogiannis

    1. University of Piraeus, Piraeus, Greece

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    You can also search for this editor in PubMed   Google Scholar

  2. John Macintyre

    1. University of Sunderland, Sunderland, UK

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    You can also search for this editor in PubMed   Google Scholar

  3. Lazaros Iliadis

    1. Democritus University of Thrace, Xanthi, Greece

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 628)

Included in the following conference series:

Conference proceedings info: AIAI 2021.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. 6th Workshop on “5G – Putting Intelligence to the Network Edge” (5G-PINE 2021)

    1. Front Matter

      Pages 1-5
      Download chapter PDF

    2. 5G Communications as “Enabler” for Smart Power Grids: The Case of the Smart5Grid Project

      • Daniele Porcu, Ioannis P. Chochliouros, Sonia Castro, Giampaolo Fiorentino, Rui Costa, Dimitrios Nodaros et al.
      Pages 7-20

    3. 5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways

      • Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Anna Tzanakaki, Markos Anastassopoulos et al.
      Pages 21-30

    4. 5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing

      • Louay Bassbouss, Mehdi Ben Fadhel, Stefan Pham, Anita Chen, Stephan Steglich, Eric Troudt et al.
      Pages 31-38

    5. A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond

      • Sławomir Kukliński, Lechosław Tomaszewski, Ioannis P. Chochliouros, Christos Verikoukis, Robert Kołakowski, Anastasia S. Spiliopoulou et al.
      Pages 39-51

    6. A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory

      • Panagiotis Papaioannou, Nikolaos Tzanis, Christos Tranoris, Spyros Denazis, Alexios Birbas
      Pages 52-61

    7. Advanced First Responders’ Services by Using FASTER Project Architectural Solution

      • Christina C. Lessi, Ioannis P. Chochliouros, Panagiotis Trakadas, Panagiotis Karkazis
      Pages 62-70

    8. High Mobility 5G Services for Vertical Industries – Network Operator’s View

      • Lechosław Tomaszewski, Ioannis P. Chochliouros, Robert Kołakowski, Sławomir Kukliński, Michail-Alexandros Kourtis
      Pages 71-84

    9. Machine Learning-Based, Networking and Computing Infrastructure Resource Management

      • Ioannis P. Chochliouros, Alexandros Kostopoulos, Miquel Payaró, Christos Verikoukis, Sabrina De Capitani di Vimercati, Evgenii Vinogradov et al.
      Pages 85-94

    10. Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning

      • Anastasios Giannopoulos, Sotirios Spantideas, Christos Tsinos, Panagiotis Trakadas
      Pages 95-105

    11. The Challenge of Security Breaches in the Era of 5G Networking

      • Maria Belesioti, Jorge Carapinha, Rodoula Makri, Ioannis P. Chochliouros
      Pages 106-117

    12. Top Challenges in 5G Densification

      • Eleni Theodoropoulou, Ioanna Mesogiti, Fotini Setaki, Konstantinos Filis, George Lyberopoulos, Agapi Mesodiakaki et al.
      Pages 118-127

    13. TYPHON: Hybrid Data Lakes for Real-Time Big Data Analytics – An Evaluation Framework in the Telecom Industry

      • Antonis Misargopoulos, George Papavassiliou, Christos A. Gizelis, Filippos Nikolopoulos-Gkamatsis
      Pages 128-137

    14. V2X Communications for the Support of GLOSA and Intelligent Intersection Applications

      • Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Slawomir Kuklinski et al.
      Pages 138-152

  3. Artificial Intelligence in Biomedical Engineering and Informatics Workshop (AI-BIO 2021)

    1. Front Matter

      Pages 153-155
      Download chapter PDF

    2. A Machine Learning Approach for Recognition of Elders’ Activities Using Passive Sensors

      • Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis
      Pages 157-170

    3. Analyzing Collective Knowledge Towards Public Health Policy Making

      • Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis et al.
      Pages 171-181

    4. Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions

      • M. Tziomaka, A. Kallipolitis, P. Tsanakas, I. Maglogiannis
      Pages 182-193

    5. An Inception-Based Architecture for Haemodialysis Time Series Classification

      • Giorgio Leonardi, Stefania Montani, Manuel Striani
      Pages 194-203
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Other volumes

  1. Artificial Intelligence Applications and Innovations

  2. Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops

Keywords

About this book

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 artificial intelligence applicable to defense and security applications. The papers selected for DARE 2021 address a variety of pertinent and challenging topics within the scope of distributed AI for resource-constrained platforms. The papers presented at EEAI 2021 aim to bring together interdisciplinary approaches that focus on the application of AI-driven solutions for increasing and improving energy efficiency of residential and tertiary buildings and of occupant behavior. The MHDW papers focus on topics such as recommendation systems, sentiment analysis, pattern recognition, data mining, and time series.

Editors and Affiliations

  • University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • University of Sunderland, Sunderland, UK

    John Macintyre

  • Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis

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