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Artificial Intelligence Applications and Innovations

20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Part IV

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Ilias Maglogiannis
    1. University of Piraeus, Piraeus, Greece

    You can also search for this editor inPubMed Google Scholar

  2. Lazaros Iliadis
    1. Democritus University of Thrace, Xanthi, Greece

    You can also search for this editor inPubMed Google Scholar

  3. John Macintyre
    1. University of Abertay, Dundee, UK

    You can also search for this editor inPubMed Google Scholar

  4. Markos Avlonitis
    1. Informatics, Ionian University, Corfu, Greece

    You can also search for this editor inPubMed Google Scholar

  5. Antonios Papaleonidas
    1. Democritus University of Thrace, Xanthi, Greece

    You can also search for this editor inPubMed Google Scholar

Part of the book series:IFIP Advances in Information and Communication Technology (IFIPAICT, volume 714)

Included in the following conference series:

Conference proceedings info: AIAI 2024.

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About this book

This book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27–30, 2024.

The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well.

Keywords

Table of contents (28 papers)

  1. Front Matter

    Pages i-xxviii
  2. Deep Learning/Convolutional

    1. Front Matter

      Pages 1-1
    2. Deep Sleep Recognition Based on CNNs and Data Augmentation

      • Ruixuan Chen, Linfeng Sui, Mo Xia, Jianting Cao
      Pages 3-13
    3. Gamified Crowd Management Utilizing AR and Computer Vision on the Edge

      • Dionysios Koulouris, Andreas Menychtas, Ilias Maglogiannis
      Pages 14-26
    4. Vertical Federated Image Segmentation

      • Paul K. Mandal, Cole Leo
      Pages 54-65
  3. Recommendation/Classification

    1. Front Matter

      Pages 67-67
    2. A Machine Learning Approach for Points of Interest Extraction and Event Classification

      • Pedro Dias, Flora Ferreira, Pedro M. F. Guimarães, Weronika Wojtak, Wolfram Erlhagen, Sérgio Monteiro et al.
      Pages 69-82
    3. An Empirical Analysis of Data Reduction Techniques for k-NN Classification

      • Stylianos Eleftheriadis, Georgios Evangelidis, Stefanos Ougiaroglou
      Pages 83-97
    4. Controlling Popularity Bias in Sequential Recommendation Models

      • Brandon Weaver, Melody Moh, Teng-Sheng Moh
      Pages 98-110
    5. Enhanced Item Recommendation via Graph Properties in Sparse Data

      • Şükrü Demir İnan Özer, Günce Keziban Orman
      Pages 111-124
    6. Modeling the Air Conditioner Performance Tests Using Artificial Neural Network Simulator (ANNS-AC)

      • Yousef M. AlMutiri, Mohammed S. AlRashidi, AbdulRahman M. AlQahtani, Turki S. Alqahtani, A. M. Sadek
      Pages 125-138
    7. Pattern Matching in Polyphonic Musical Sequences

      • Mai Alzamel, Costas Iliopoulos, Zara Lim, Marie Moser-Schwaiger
      Pages 139-151
  4. Explainable AI - Optimization

    1. Front Matter

      Pages 153-153
    2. A Voting Approach for Explainable Classification with Rule Learning

      • Albert Nössig, Tobias Hell, Georg Moser
      Pages 155-169
    3. Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling

      • Jiban Kumar Ray, Doina Logofătu, Costin Bădică
      Pages 170-182
    4. FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations

      • Shubham Sharma, Alan Gee, Jette Henderson, Joydeep Ghosh
      Pages 183-196

Editors and Affiliations

  • University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis, Antonios Papaleonidas

  • University of Abertay, Dundee, UK

    John Macintyre

  • Informatics, Ionian University, Corfu, Greece

    Markos Avlonitis

Bibliographic Information

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Access this book

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook JPY 37751
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book JPY 47189
Price includes VAT (Japan)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide -see info

Tax calculation will be finalised at checkout

Other ways to access


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