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Engineering Applications of Neural Networks

19th International Conference, EANN 2018, Bristol, UK, September 3-5, 2018, Proceedings

  • Elias Pimenidis
  • Chrisina Jayne
Conference proceedings EANN 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 893)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Activity Recognition

    1. Front Matter
      Pages 1-1
    2. Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene
      Pages 16-27
  3. Deep Learning

    1. Front Matter
      Pages 29-29
    2. Ahmed Hussein, Eyad Elyan, Chrisina Jayne
      Pages 31-43
    3. Pamela Johnston, Eyad Elyan, Chrisina Jayne
      Pages 44-57
    4. Dingqian Zhang, Hui Zhang, Haichang Li, Xiaohui Hu
      Pages 58-70
  4. Extreme Learning Machine and Machine Learning Applications

    1. Front Matter
      Pages 81-81
    2. Qin-Wei Fan, Xing-Shi He, Xin-She Yang
      Pages 83-93
    3. Svein Inge Albrigtsen, Alexander Imenes, Morten Goodwin, Lei Jiao, Vimala Nunavath
      Pages 94-105
    4. Benedikt Nork, Geraldine Denise Lengert, Robert Uwe Litschel, Nasim Ahmad, Gia Thuan Lam, Doina Logofătu
      Pages 106-117
    5. Muhammad Ishaq, Mazhar Hussain Malik, Mehmet Emin Aydin
      Pages 118-129
  5. Predictive Models, Fuzzy and Recommender Systems

    1. Front Matter
      Pages 143-143
    2. Gharbi Alshammari, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis
      Pages 145-157
    3. Mario Malcangi, Giovanni Felisati, Alberto Saibene, Enrico Alfonsi, Mauro Fresia, Roberto Maffioletti et al.
      Pages 158-168
    4. Mario Dib, Bernardete Ribeiro, Pedro Prates
      Pages 169-180
    5. Özer Uygun, İlker Güven, Fuat Şimşir, Mehmet Emin Aydin
      Pages 181-193
  6. Recurrent Neural Networks and Spiking Neural Networks

    1. Front Matter
      Pages 201-201
    2. Vimala Nunavath, Morten Goodwin, Jahn Thomas Fidje, Carl Erik Moe
      Pages 217-228
    3. Shruti R. Kulkarni, Anakha V. Babu, Bipin Rajendran
      Pages 240-251
    4. Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki
      Pages 252-263
  7. Back Matter
    Pages 265-265

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 19th International Conference on Engineering Applications of Neural Networks, EANN 2018, held in Bristol, UK, in September 2018.

The 16 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 39 submissions. The papers are organized in topical sections on activity recognition, deep learning, extreme learning machine, machine learning applications, predictive models, fuzzy and recommender systems, recurrent neural networks, spiking neural networks.

Keywords

artificial intelligence artificial neural network classification deep learning evolutionary computing face recognition image processing image segmentation learning algorithms machine learning neural networks robotics robots sensors telecommunication networks telecommunication traffic

Editors and affiliations

  1. 1.University of the West of EnglandBristolUnited Kingdom
  2. 2.Oxford Brookes UniversityOxfordUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-98204-5
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-98203-8
  • Online ISBN 978-3-319-98204-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site