IFIP Advances in Information and Communication Technology

Artificial Intelligence Applications and Innovations

15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings

Editors: MacIntyre, J., Maglogiannis, I., Iliadis, L., Pimenidis, E. (Eds.)

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  • ISBN 978-3-030-19823-7
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Hardcover $159.99
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About this book

This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019.

The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical  and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections:AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems.

Table of contents (56 chapters)

Table of contents (56 chapters)
  • The Power of the “Pursuit” Learning Paradigm in the Partitioning of Data

    Pages 3-16

    Shirvani, Abdolreza (et al.)

  • Cyber-Typhon: An Online Multi-task Anomaly Detection Framework

    Pages 19-36

    Demertzis, Konstantinos (et al.)

  • Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme

    Pages 37-49

    Karlos, Stamatis (et al.)

  • The Blockchain Random Neural Network in Cybersecurity and the Internet of Things

    Pages 50-63

    Serrano, Will

  • A Visual Neural Network for Robust Collision Perception in Vehicle Driving Scenarios

    Pages 67-79

    Fu, Qinbing (et al.)

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-030-19823-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-030-19822-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence Applications and Innovations
Book Subtitle
15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings
Editors
  • John MacIntyre
  • Ilias Maglogiannis
  • Lazaros Iliadis
  • Elias Pimenidis
Series Title
IFIP Advances in Information and Communication Technology
Series Volume
559
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
IFIP International Federation for Information Processing
eBook ISBN
978-3-030-19823-7
DOI
10.1007/978-3-030-19823-7
Hardcover ISBN
978-3-030-19822-0
Series ISSN
1868-4238
Edition Number
1
Number of Pages
XXIV, 689
Number of Illustrations
80 b/w illustrations, 185 illustrations in colour
Topics