Skip to main content
SpringerLink
Log in
Book cover

Artificial Intelligence Applications and Innovations

16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Ilias Maglogiannis

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Lazaros Iliadis

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Elias Pimenidis

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

    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 583)

Included in the following conference series:

Conference proceedings info: AIAI 2020.

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 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
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 (38 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Classification

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings

      • Ali Yeşilkanat, Barış Bayram, Bilge Köroğlu, Seçil Arslan
      Pages 3-14

    3. Boosted Ensemble Learning for Anomaly Detection in 5G RAN

      • Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth
      Pages 15-30

    4. Machine Learning for Cognitive Load Classification – A Case Study on Contact-Free Approach

      • Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
      Pages 31-42

    5. Real-Time Prediction of Online Shoppers’ Purchasing Intention Using Random Forest

      • Karim Baati, Mouad Mohsil
      Pages 43-51

    6. Using Classification for Traffic Prediction in Smart Cities

      • Konstantinos Christantonis, Christos Tjortjis, Anastassios Manos, Despina Elizabeth Filippidou, Εleni Mougiakou, Evangelos Christelis
      Pages 52-61

    7. Using Twitter to Predict Chart Position for Songs

      • Eleana Tsiara, Christos Tjortjis
      Pages 62-72

    8. Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems

      • Foteini Filippidou, Lefteris Moussiades
      Pages 73-82

  3. Clustering/Unsupervised Learning/Analytics

    1. Front Matter

      Pages 83-83
      Download chapter PDF

    2. A Two-Levels Data Anonymization Approach

      • Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
      Pages 85-95

    3. An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents

      • Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis
      Pages 96-106

    4. k-means Cluster Shape Implications

      • Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Robert A. Kłopotek
      Pages 107-118

    5. Manifold Learning for Innovation Funding: Identification of Potential Funding Recipients

      • Vincent Grollemund, Gaétan Le Chat, Jean-François Pradat-Peyre, François Delbot
      Pages 119-127

    6. Network Aggregation to Enhance Results Derived from Multiple Analytics

      • Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen
      Pages 128-140

    7. PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management

      • Dimosthenis Kyriazis, Ofer Biran, Thanassis Bouras, Klaus Brisch, Armend Duzha, Rafael del Hoyo et al.
      Pages 141-150

    8. Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques

      • Ashraf A. Afifi
      Pages 151-162

  4. Image Processing

    1. Front Matter

      Pages 163-163
      Download chapter PDF

    2. Arbitrary Scale Super-Resolution for Brain MRI Images

      • Chuan Tan, Jin Zhu, Pietro Lio’
      Pages 165-176

    3. Knowledge-Based Fusion for Image Tampering Localization

      • Chryssanthi Iakovidou, Symeon Papadopoulos, Yiannis Kompatsiaris
      Pages 177-188
Back to top

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 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.*

The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 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:

Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems.

Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language.

*The conference was 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

Bibliographic Information

Publish with us

Policies and ethics

Societies and partnerships

Back to top

Search

Navigation