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Artificial Intelligence Applications and Innovations

17th IFIP WG 12.5 International Conference, AIAI 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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  2. John Macintyre

    1. University of Sunderland, Sunderland, UK

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  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 627)

Included in the following conference series:

Conference proceedings info: AIAI 2021.

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Table of contents (62 papers)

  1. Front Matter

    Pages i-xxxiii
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  3. AI in Biomedical Applications

    1. Front Matter

      Pages 31-31
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    2. ebioMelDB: Multi-modal Database for Melanoma and Its Application on Estimating Patient Prognosis

      • Aigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos
      Pages 33-44

    3. Improved Biomedical Entity Recognition via Longer Context Modeling

      • Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis Vlahavas
      Pages 45-56

    4. Scalable NPairLoss-Based Deep-ECG for ECG Verification

      • Yu-Shan Tai, Yi-Ta Chen, (Andy) An-Yeu Wu
      Pages 57-68

    5. Comparative Study of Embedded Feature Selection Methods on Microarray Data

      • Hind Hamla, Khadoudja Ghanem
      Pages 69-77

  4. AI Impacts/Big Data

    1. Front Matter

      Pages 79-79
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    2. The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications

      • Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki et al.
      Pages 81-93

    3. Regression Predictive Model to Analyze Big Data Analytics in Supply Chain Management

      • Elena Puica
      Pages 94-101

  5. Automated Machine Learning

    1. Front Matter

      Pages 103-103
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    2. An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption

      • António João Silva, Paulo Cortez
      Pages 105-116

    3. An Ontology-Based Concept for Meta AutoML

      • Bernhard G. Humm, Alexander Zender
      Pages 117-128

    4. Object Migration Automata for Non-equal Partitioning Problems with Known Partition Sizes

      • Rebekka Olsson Omslandseter, Lei Jiao, B. John Oommen
      Pages 129-142

  6. Autonomous Agents

    1. Front Matter

      Pages 143-143
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    2. Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation During COVID-19

      • Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras
      Pages 145-154

    3. Evaluating Task-General Resilience Mechanisms in a Multi-robot Team Task

      • James Staley, Matthias Scheutz
      Pages 155-166

  7. Clustering

    1. Front Matter

      Pages 167-167
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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 the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, held virtually and in Hersonissos, Crete, Greece, in June 2021.

The 50 full papers and 11 short papers presented were carefully reviewed and selected from 113 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: adaptive modeling/ neuroscience; AI in biomedical applications; AI impacts/ big data; automated machine learning; autonomous agents; clustering; convolutional NN; data mining/ word counts; deep learning; fuzzy modeling; hyperdimensional computing; Internet of Things/ Internet of energy; machine learning; multi-agent systems; natural language; recommendation systems; sentiment analysis; and smart blockchain applications/ cybersecurity.

Chapter “Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-based Approaches: Challenges and Perspective” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


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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