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Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops

MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Ilias Maglogiannis

    1. Department of Digital Systems, University of Piraeus, Piraeus, Greece

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  2. Lazaros Iliadis

    1. Department of Civil Engineering, Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, Xanthi, Greece

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  3. Elias Pimenidis

    1. Department of Computer Science and Creative Technologies, University of the West of England, Bristol, UK

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 585)

Included in the following conference series:

Conference proceedings info: AIAI 2020.

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Table of contents (21 papers)

  1. Front Matter

    Pages i-xxi
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  2. 5th Workshop on “5G-Putting Intelligence to the Network Edge” (5G-PINE 2020)

    1. Front Matter

      Pages 1-1
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    2. A Framework to Support the 5G Densification

      • Eleni Theodoropoulou, Ioanna Mesogiti, George Lyberopoulos, George Kalfas, Christos Vagionas, Nikos Pleros et al.
      Pages 3-14

    3. A New Approach to 5G and MEC Integration

      • Lechosław Tomaszewski, Sławomir Kukliński, Robert Kołakowski
      Pages 15-24

    4. Business Aspects of the Neutral Host Model: The Immersive Video Services Case

      • Ioannis Neokosmidis, Vangelis Logothetis, Theodoros Rokkas, Luca Vignaroli, Davide Desirello, Antonino Albanese et al.
      Pages 25-34

    5. Combined 5G-Based Video Production and Distribution in a Crowded Stadium Event

      • Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Pavlos Lazaridis, Michail-Alexandros Kourtis, Zaharias Zaharis, Alexandros Kostopoulos
      Pages 35-46

    6. Dynamic Network Slicing: Challenges and Opportunities

      • Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Pavlos Lazaridis, Athanassios Dardamanis, Zaharias Zaharis, Alexandros Kostopoulos
      Pages 47-60

    7. Dynamic Resource Allocation and Computation Offloading for Edge Computing System

      • Zheng Chang, Liqing Liu, Xijuan Guo, Tao Chen, Tapani Ristaniemi
      Pages 61-73

    8. Intelligent Orchestration of End-to-End Network Slices for the Allocation of Mission Critical Services over NFV Architectures

      • Bego Blanco, Rubén Solozabal, Aitor Sanchoyerto, Javier López-Cuadrado, Elisa Jimeno, Miguel Catalan-Cid
      Pages 74-83

    9. On the Prediction of Future User Connections Based on Historical Records in Wireless Networks

      • Seyedeh Soheila Shaabanzadeh, Juan Sánchez-González
      Pages 84-94

    10. Programmable Edge-to-Cloud Virtualization for 5G Media Industry: The 5G-MEDIA Approach

      • Stamatia Rizou, Panagiotis Athanasoulis, Pasquale Andriani, Francesco Iadanza, Panagiotis Trakadas, David Griffin et al.
      Pages 95-104

    11. Protocol Deployment for Employing Honeypot-as-a-Service

      • Alexandros Kostopoulos, Ioannis P. Chochliouros, Constantinos Patsakis, Miltos Anastasiadis, Alessandro Guarino
      Pages 105-115

    12. Threat Landscape of Next Generation IoT-Enabled Smart Grids

      • Theodoros Mavroeidakos, Vasilis Chaldeakis
      Pages 116-127

    13. Towards a Smart Port: The Role of the Telecom Industry

      • Christos-Antonios Gizelis, Theodoros Mavroeidakos, Achilleas Marinakis, Antonis Litke, Vrettos Moulos
      Pages 128-139

  3. 9th Mining Humanistic Data Workshop (MHDW 2020)

    1. Front Matter

      Pages 141-141
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    2. A Graph-Based Extension for the Set-Based Model Implementing Algorithms Based on Important Nodes

      • Nikitas-Rigas Kalogeropoulos, Ioannis Doukas, Christos Makris, Andreas Kanavos
      Pages 143-154

    3. A Sentiment-Based Hotel Review Summarization Using Machine Learning Techniques

      • Agorakis Bompotas, Aristidis Ilias, Andreas Kanavos, Christos Makris, Gerasimos Rompolas, Alkiviadis Savvopoulos
      Pages 155-164

    4. An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement

      • Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Stavros Stavroyiannis
      Pages 165-176

    5. Fake News Detection Regarding the Hong Kong Events from Tweets

      • Maria Nefeli Nikiforos, Spiridon Vergis, Andreana Stylidou, Nikolaos Augoustis, Katia Lida Kermanidis, Manolis Maragoudakis
      Pages 177-186

    6. Improving Movie Recommendation Systems Filtering by Exploiting User-Based Reviews and Movie Synopses

      • Konstantina Iliopoulou, Andreas Kanavos, Aristidis Ilias, Christos Makris, Gerasimos Vonitsanos
      Pages 187-199
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Other volumes

  1. Artificial Intelligence Applications and Innovations

  2. Artificial Intelligence Applications and Innovations

  3. Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops

Keywords

About this book

This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, in Neos Marmaras, Greece, in June 2020: the 9th Mining Humanistic Data Workshop, MHDW 2020, and the 5th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2020.*

The 6 full papers and 3 short papers presented at MHDW 2020 were carefully reviewed and selected from 16 submissions; out of the 23 papers submitted to 5G-PINE 2020, 11 were accepted as full papers and 1 as a short paper. The MHDW papers focus on topics such as recommendation systems, sentiment analysis, pattern recognition, data mining, and time series. The papers presented at 5G-PINE focus on the latest AI applications in the telecommunication industry and deal with topics such as the Internet of Things, intelligence fusion in 5G networks, and 5G media.

*The workshops were held virtually due to the COVID-19 pandemic.

Editors and Affiliations

  • Department of Digital Systems, University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Department of Civil Engineering, Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis

  • Department of Computer Science and Creative Technologies, University of the West of England, Bristol, UK

    Elias Pimenidis

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