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IFIP Advances in Information and Communication Technology

Artificial Intelligence Applications and Innovations

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

Editors: Maglogiannis, Ilias, Iliadis, Lazaros, Pimenidis, Elias (Eds.)

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  • ISBN 978-3-030-49161-1
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Hardcover $139.99
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  • ISBN 978-3-030-49160-4
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Softcover $99.99
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  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: June 13, 2021
  • ISBN 978-3-030-49163-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
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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.

Table of contents (38 chapters)

Table of contents (38 chapters)
  • An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings

    Pages 3-14

    Yeşilkanat, Ali (et al.)

  • Boosted Ensemble Learning for Anomaly Detection in 5G RAN

    Pages 15-30

    Sundqvist, Tobias (et al.)

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

    Pages 31-42

    Ahmed, Mobyen Uddin (et al.)

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

    Pages 43-51

    Baati, Karim (et al.)

  • Using Classification for Traffic Prediction in Smart Cities

    Pages 52-61

    Christantonis, Konstantinos (et al.)

Buy this book

eBook $109.00
price for USA
  • ISBN 978-3-030-49161-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.99
price for USA
  • ISBN 978-3-030-49160-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $99.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: June 13, 2021
  • ISBN 978-3-030-49163-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions

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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence Applications and Innovations
Book Subtitle
16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I
Editors
  • Ilias Maglogiannis
  • Lazaros Iliadis
  • Elias Pimenidis
Series Title
IFIP Advances in Information and Communication Technology
Series Volume
583
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
IFIP International Federation for Information Processing
eBook ISBN
978-3-030-49161-1
DOI
10.1007/978-3-030-49161-1
Hardcover ISBN
978-3-030-49160-4
Softcover ISBN
978-3-030-49163-5
Series ISSN
1868-4238
Edition Number
1
Number of Pages
XXVIII, 466
Number of Illustrations
46 b/w illustrations, 100 illustrations in colour
Topics