Smart Innovation, Systems and Technologies

Advances in Hybridization of Intelligent Methods

Models, Systems and Applications

Editors: Hatzilygeroudis, Ioannis, Palade, Vasile (Eds.)

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  • Presents hybrids of intelligent methods involving models, systems, and applications
  • Provides hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based systems, and image processing.
  • Includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016
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eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-319-66790-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
Softcover 124,79 €
price for Spain (gross)
About this book

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016. 

The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.


Table of contents (7 chapters)

Table of contents (7 chapters)
  • Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013

    Pages 1-16

    Giannopoulos, Panagiotis (et al.)

  • Analysis of Biologically Inspired Swarm Communication Models

    Pages 17-38

    Haque, Musad (et al.)

  • Target-Dependent Sentiment Analysis of Tweets Using Bidirectional Gated Recurrent Neural Networks

    Pages 39-55

    Jabreel, Mohammed (et al.)

  • Traffic Modelling, Visualisation and Prediction for Urban Mobility Management

    Pages 57-70

    Maniak, Tomasz (et al.)

  • Assurance in Reinforcement Learning Using Quantitative Verification

    Pages 71-96

    Mason, George (et al.)

Buy this book

eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-319-66790-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
Softcover 124,79 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Hybridization of Intelligent Methods
Book Subtitle
Models, Systems and Applications
Editors
  • Ioannis Hatzilygeroudis
  • Vasile Palade
Series Title
Smart Innovation, Systems and Technologies
Series Volume
85
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66790-4
DOI
10.1007/978-3-319-66790-4
Hardcover ISBN
978-3-319-66789-8
Softcover ISBN
978-3-319-88320-5
Series ISSN
2190-3018
Edition Number
1
Number of Pages
IX, 147
Number of Illustrations
21 b/w illustrations, 23 illustrations in colour
Topics