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Engineering Applications of Neural Networks

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

Conference proceedings info: EANN 2018.

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  • ISBN: 978-3-319-98204-5
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Table of contents (21 papers)

  1. Front Matter

    Pages I-XIII
  2. Activity Recognition

    1. Front Matter

      Pages 1-1
    2. Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes

      • Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene
      Pages 16-27
  3. Deep Learning

    1. Front Matter

      Pages 29-29
    2. Deep Imitation Learning with Memory for Robocup Soccer Simulation

      • Ahmed Hussein, Eyad Elyan, Chrisina Jayne
      Pages 31-43
    3. Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels

      • Pamela Johnston, Eyad Elyan, Chrisina Jayne
      Pages 44-57
    4. RR-FCN: Rotational Region-Based Fully Convolutional Networks for Object Detection

      • 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. Smoothing Regularized Extreme Learning Machine

      • Qin-Wei Fan, Xing-Shi He, Xin-She Yang
      Pages 83-93
    3. Neuroevolution of Actively Controlled Virtual Characters - An Experiment for an Eight-Legged Character

      • Svein Inge Albrigtsen, Alexander Imenes, Morten Goodwin, Lei Jiao, Vimala Nunavath
      Pages 94-105
    4. Machine Learning with the Pong Game: A Case Study

      • Benedikt Nork, Geraldine Denise Lengert, Robert Uwe Litschel, Nasim Ahmad, Gia Thuan Lam, Doina Logofătu
      Pages 106-117
    5. Managing Congestion in Vehicular Networks Using Tabu Search

      • 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. A Triangle Multi-level Item-Based Collaborative Filtering Method that Improves Recommendations

      • Gharbi Alshammari, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis
      Pages 145-157
    3. Myo-To-Speech - Evolving Fuzzy-Neural Network Prediction of Speech Utterances from Myoelectric Signals

      • Mario Malcangi, Giovanni Felisati, Alberto Saibene, Enrico Alfonsi, Mauro Fresia, Roberto Maffioletti et al.
      Pages 158-168
    4. Model Prediction of Defects in Sheet Metal Forming Processes

      • Mario Dib, Bernardete Ribeiro, Pedro Prates
      Pages 169-180
    5. Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques

      • Özer Uygun, İlker Güven, Fuat Şimşir, Mehmet Emin Aydin
      Pages 181-193

Other Volumes

  1. Engineering Applications of Neural Networks

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

About this book

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

  • University of the West of England, Bristol, United Kingdom

    Elias Pimenidis

  • Oxford Brookes University, Oxford, United Kingdom

    Chrisina Jayne

Bibliographic Information

Buying options

eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-98204-5
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 84.99
Price excludes VAT (USA)