Skip to main content
SpringerLink
Log in

Artificial Intelligence Applications and Innovations

18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ilias Maglogiannis

    1. University of Piraeus, Piraeus, Greece

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Lazaros Iliadis

    1. Democritus University of Thrace, Xanthi, Greece

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. John Macintyre

    1. University of Sunderland, Sunderland, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Paulo Cortez

    1. Universidade do Minho, Guimaraes, Portugal

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 647)

Included in the following conference series:

Conference proceedings info: AIAI 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 109.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 139.99
Price excludes VAT (USA)
  • 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

Licence this eBook for your library

Institutional subscriptions

Table of contents (42 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Fuzzy Modeling and IoT

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Communication Data Layer for Distributed Neuromorphic Systems

      • András Veres, Péter Hága, András Rácz, Tamás Borsos, Zsolt Kenesi
      Pages 3-16

    3. Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation

      • Georgia Sovatzidi, Dimitris K. Iakovidis
      Pages 17-28

    4. Creating a Bridge Between Probabilities and Fuzzy Sets and Its Impact on Drought Severity Assessment

      • Nikos Mylonas, Mike Spiliotis, Basil Papapdopoulos
      Pages 29-40

    5. SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture

      • Aristeidis Karras, Christos Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas
      Pages 41-50

  3. Machine Learning Classification

    1. Front Matter

      Pages 51-51
      Download chapter PDF

    2. A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring

      • Dimitris Papatheodoulou, Pavlos Pavlou, Stelios G. Vrachimis, Kleanthis Malialis, Demetrios G. Eliades, Theocharis Theocharides
      Pages 53-66

    3. A Primer for tinyML Predictive Maintenance: Input and Model Optimisation

      • Emil Njor, Jan Madsen, Xenofon Fafoutis
      Pages 67-78

    4. Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach

      • Angelos Angelopoulos, Anastasios Giannopoulos, Sotirios Spantideas, Nikolaos Kapsalis, Chris Trochoutsos, Stamatis Voliotis et al.
      Pages 79-88

    5. Bias in Face Image Classification Machine Learning Models: The Impact of Annotator’s Gender and Race

      • Andreas Kafkalias, Stylianos Herodotou, Zenonas Theodosiou, Andreas Lanitis
      Pages 89-100

    6. Decision Tree Induction Through Meta-learning

      • Caique Augusto Ferreira, Adriano Henrique Cantão, José Augusto Baranauskas
      Pages 101-111

    7. Hybrid (CPU/GPU) Exact Nearest Neighbors Search in High-Dimensional Spaces

      • David Muhr, Michael Affenzeller
      Pages 112-123

    8. Machine Learning Approach to Detect Malicious Mobile Apps

      • Hassan Kazemian
      Pages 124-135

    9. Prediction of Wafer Map Categories Using Wafer Acceptance Test Parameters in Semiconductor Manufacturing

      • Martin Ying Song Lim, Anurag Sharma, Cheng Siong Chin, Tommy Chun Ming Yip, Jonathan Yoong Seang Ong
      Pages 136-144

  4. Machine Learning Modeling /Feature Selection

    1. Front Matter

      Pages 145-145
      Download chapter PDF

    2. An Improved Neural Network Model for Treatment Effect Estimation

      • Niki Kiriakidou, Christos Diou
      Pages 147-158

    3. An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories

      • António João Silva, Paulo Cortez
      Pages 159-169

    4. Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes

      • Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl
      Pages 170-181

    5. Distribution Guided Neural Disaggregation of PM10 and O3 Hourly Concentrations from Daily Statistics and Low-Cost Sensors

      • Evangelos Bagkis, Theodosios Kassandros, Kostas Karatzas
      Pages 182-193
Back to top

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

Keywords

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.

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

Bibliographic Information

Publish with us

Policies and ethics

Societies and partnerships

Back to top

Search

Navigation