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Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops

MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ilias Maglogiannis

    1. University of Piraeus, Piraeus, Greece

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  2. Lazaros Iliadis

    1. Democritus University of Thrace, Xanthi, Greece

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  3. John Macintyre

    1. University of Sunderland, Sunderland, UK

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  4. Paulo Cortez

    1. Universidade do Minho, Guimaraes, Portugal

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 652)

Included in the following conference series:

Conference proceedings info: AIAI 2022.

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About this book

This book constitutes the refereed proceedings of five International Workshops held as parallel events of the 18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022, virtually and in Hersonissos, Crete, Greece, in June 2022: the 11th Mining Humanistic Data Workshop (MHDW 2022); the 7th 5G-Putting Intelligence to the Network Edge Workshop (5G-PINE 2022); the 1st workshop on AI in Energy, Building and Micro-Grids (AIBMG 2022); the 1st Workshop/Special Session on Machine Learning and Big Data in Health Care (ML@HC 2022); and the 2nd Workshop on Artificial Intelligence in Biomedical Engineering and Informatics (AIBEI 2022).

The 35 full papers presented at these workshops were carefully reviewed and selected from 74 submissions.


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Table of contents (35 papers)

  1. Front Matter

    Pages i-xxvi
    Download chapter PDF

  2. The 7th Workshop on “5G – Putting Intelligence to the Network Edge” (5G-PINE)

    1. Front Matter

      Pages 1-10
      Download chapter PDF

    2. 5G for the Support of Smart Power Grids: Millisecond Level Precise Distributed Generation Monitoring and Real-Time Wide Area Monitoring

      • Ioannis P. Chochliouros, Daniele Porcu, Dimitrios Brothimas, Nikolaos Tzanis, Nikolay Palov, Ralitsa Rumenova et al.
      Pages 11-22

    3. A 5G-Based Architecture for Localization Accuracy

      • Maria Belesioti, Kostas Tsagkaris, Aristotelis Margaris, Ioannis P. Chochliouros
      Pages 23-33

    4. A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems

      • Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
      Pages 34-43

    5. A Framework to Support the Deployment of PPDR Services Across Edge and Cloud Domains

      • Janez Sterle, Ioanna Mesogiti, Luka Korsic, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos et al.
      Pages 44-52

    6. Advancements in Edge Computing and Service Orchestration in Support of Advanced Surveillance Services

      • Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Francesca Moscateli, Konstantina Kanta et al.
      Pages 53-60

    7. AI-Driven Intent-Based Networking for 5G Enhanced Robot Autonomy

      • Marios Sophocleous, Christina Lessi, Zhao Xu, Jakub Špaňhel, Renxi Qiu, Adrian Lendinez et al.
      Pages 61-70

    8. Application of Mobile Networks (5G and Beyond) in Precision Agriculture

      • Lechosław Tomaszewski, Robert Kołakowski, Mirosław Zagórda
      Pages 71-86

    9. Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry - Challenges and Solutions

      • Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Alexandros Tzoumas, Georgios Giannakopoulos, Christos-Antonios Gizelis et al.
      Pages 87-97

    10. Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations

      • Ioannis Mallioras, Zaharias D. Zaharis, Pavlos Lazaridis, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Ioannis P. Chochliouros
      Pages 98-107

    11. Efficient Data Management and Interoperability Middleware in Business-Oriented Smart Port Use Cases

      • Achilleas Marinakis, Matilde Julian Segui, Andreu Belsa Pellicer, Carlos E. Palau, Christos-Antonios Gizelis, Anastasios Nikolakopoulos et al.
      Pages 108-119

    12. Experimentation Scenarios for Machine Learning-Based Resource Management

      • Alexandros Kostopoulos, Ioannis P. Chochliouros, John Vardakas, Miquel Payaró, Sergio Barrachina, Md Arifur Rahman et al.
      Pages 120-133

    13. Fundamental Features of the Smart5Grid Platform Towards Realizing 5G Implementation

      • Ioannis P. Chochliouros, Daniele Porcu, Sonia Castro, Borja Otura, Paula Encinar, Antonello Corsi et al.
      Pages 134-147

    14. The Use of Robotics in Critical Use Cases: The 5G-ERA Project Solution

      • Christina Lessi, George Agapiou, Marios Sophocleous, Ioannis P. Chochliouros, Renxi Qiu, Stelios Androulidakis
      Pages 148-155

  3. The 2nd Workshop on “Artificial Intelligence in Biomedical Engineering and Informatics”

    1. Front Matter

      Pages 157-159
      Download chapter PDF

    2. An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images

      • Vangelis Tzardis, Efthyvoulos Kyriacou, Christos P. Loizou, Anastasia Constantinidou
      Pages 161-173

    3. An Intelligent Grammar-Based Platform for RNA H-type Pseudoknot Prediction

      • Evangelos Makris, Angelos Kolaitis, Christos Andrikos, Vrettos Moulos, Panayiotis Tsanakas, Christos Pavlatos
      Pages 174-186

    4. Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images

      • Georgia D. Liapi, Efthyvoulos Kyriacou, Christos P. Loizou, Andreas S. Panayides, Constantinos S. Pattichis, Andrew N. Nicolaides
      Pages 187-198

    5. On the Reusability of ISIC Data for Training DL Classifiers Applied on Clinical Skin Images

      • Konstantinos Moutselos, Ilias Maglogiannis
      Pages 199-212
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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 2022 IFIP WG 12.5 International Workshops

Editors and Affiliations

  • University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis

  • University of Sunderland, Sunderland, UK

    John Macintyre

  • Universidade do Minho, Guimaraes, Portugal

    Paulo Cortez

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