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Engineering Applications of Neural Networks

20th International Conference, EANN 2019, Xersonisos, Crete, Greece, May 24-26, 2019, Proceedings

Conference proceedings info: EANN 2019.

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  • ISBN: 978-3-030-20257-6
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Softcover Book USD 109.99
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Table of contents (46 papers)

  1. Front Matter

    Pages i-xxv
  2. Invited Paper

    1. Front Matter

      Pages 1-1
  3. AI in Energy Management - Industrial Applications

    1. Front Matter

      Pages 17-17
    2. A Benchmark Framework to Evaluate Energy Disaggregation Solutions

      • Nikolaos Symeonidis, Christoforos Nalmpantis, Dimitris Vrakas
      Pages 19-30
    3. Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting

      • Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
      Pages 31-42
    4. Modelling of Compressors in an Industrial CO \(_2\) -Based Operational Cooling System Using ANN for Energy Management Purposes

      • Sven Myrdahl Opalic, Morten Goodwin, Lei Jiao, Henrik Kofoed Nielsen, Mohan Lal Kolhe
      Pages 43-54
    5. Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0

      • Lukas Kaupp, Ulrich Beez, Jens Hülsmann, Bernhard G. Humm
      Pages 55-65
    6. Reservoir Computing Approaches Applied to Energy Management in Industry

      • Valentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino
      Pages 66-79
    7. Signal2Vec: Time Series Embedding Representation

      • Christoforos Nalmpantis, Dimitris Vrakas
      Pages 80-90
  4. Biomedical - Bioinformatics Modeling

    1. Front Matter

      Pages 91-91
    2. Classification of Sounds Indicative of Respiratory Diseases

      • Stavros Ntalampiras, Ilyas Potamitis
      Pages 93-103
    3. Severe Asthma Exacerbations Prediction Using Neural Networks

      • Arthur Silveira, Cristian Muñoz, Leonardo Mendoza
      Pages 115-124
    4. A New Generalized Neuron Model Applied to DNA Microarray Classification

      • Beatriz A. Garro, Roberto A. Vazquez
      Pages 125-136
  5. Classification - Learning

    1. Front Matter

      Pages 137-137
    2. A Probabilistic Graph-Based Method to Improve Recommender System Accuracy

      • Nima Joorabloo, Mahdi Jalili, Yongli Ren
      Pages 151-163
    3. A Robust Deep Ensemble Classifier for Figurative Language Detection

      • Rolandos-Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis
      Pages 164-175

Other Volumes

  1. Engineering Applications of Neural Networks

    20th International Conference, EANN 2019, Xersonisos, Crete, Greece, May 24-26, 2019, Proceedings

About this book

This book constitutes the refereed proceedings of the 19th International Conference on Engineering Applications of Neural Networks, EANN 2019, held in  Xersonisos, Crete, Greece, in May 2019.

The 35 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on AI in energy management - industrial applications; biomedical - bioinformatics modeling; classification - learning; deep learning; deep learning - convolutional ANN; fuzzy - vulnerability - navigation modeling; machine learning modeling - optimization; ML - DL financial modeling; security - anomaly detection; 1st PEINT workshop.

Keywords

  • artificial intelligence
  • artificial neural network
  • genetic algorithms
  • image coding
  • image processing
  • image reconstruction
  • learning algorithms
  • neural networks
  • sensors
  • signal processing
  • Support Vector Machines (SVM)
  • wireless sensor networks

Editors and Affiliations

  • David Goldman Informatics Centre, University of Sunderland, Sunderland, UK

    John Macintyre

  • Democritus University of Thrace, Xanthi, Greece

    Lazaros Iliadis

  • University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Oxford Brookes University, Oxford, UK

    Chrisina Jayne

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-20257-6
  • 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 109.99
Price excludes VAT (USA)