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  • © 2015

Engineering Applications of Neural Networks

16th International Conference, EANN 2015, Rhodes, Greece, September 25-28 2015.Proceedings

Conference proceedings info: EANN 2015.

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Table of contents (36 papers)

  1. Front Matter

    Pages I-XXVIII
  2. Industrial-Engineering Applications of ANN

    1. Front Matter

      Pages 1-1
    2. Mixed Phenomenological and Neural Approach to Induction Motor Speed Estimation

      • Bartlomiej Beliczynski, Lech M. Grzesiak, Bartlomiej Ufnalski
      Pages 3-12
    3. Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm

      • Glauco Martins, Marley Vellasco, Roberto Schirru, Pedro Vellasco
      Pages 13-23
    4. On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks

      • Ander Arriandiaga, Eva Portillo, Jose A. Sánchez, Itziar Cabanes
      Pages 24-34
  3. Bioinformatics

    1. Front Matter

      Pages 45-45
    2. A Grid-Enabled Modular Framework for Efficient Sequence Analysis Workflows

      • Olga T. Vrousgou, Fotis E. Psomopoulos, Pericles A. Mitkas
      Pages 47-56
  4. Intelligent Medical Modeling

    1. Front Matter

      Pages 67-67
    2. Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing

      • Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar
      Pages 69-79
  5. Life-Earth Sciences Intelligent Modeling

    1. Front Matter

      Pages 87-87
    2. Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers

      • Pekka Kumpulainen, Timo Korpela, Yrjö Majanne, Anna Häyrinen
      Pages 100-108
    3. Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions

      • Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana Dolenko, Kirill Laptinskiy, Igor Persiantsev
      Pages 109-118
    4. Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps

      • Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, R. L. Whetton, J. Wiebensohn, A. M. Mouazen
      Pages 119-126
  6. Learning-Algorithms

    1. Front Matter

      Pages 127-127
    2. Multithreaded Local Learning Regularization Neural Networks for Regression Tasks

      • Yiannis Kokkinos, Konstantinos G. Margaritis
      Pages 129-138
    3. Self-Train LogitBoost for Semi-supervised Learning

      • Stamatis Karlos, Nikos Fazakis, Sotiris Kotsiantis, Kyriakos Sgarbas
      Pages 139-148

Other Volumes

  1. Engineering Applications of Neural Networks

    16th International Conference, EANN 2015, Rhodes, Greece, September 25-28 2015.Proceedings

About this book

This book constitutes the refereed proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, held in Rhodes, Greece, in September 2015.

The 36 revised full papers presented together with the abstracts of three invited talks and two tutorials were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on industrial engineering applications of Artificial Neural Networks (ANN), bioinformatics, intelligent medical modeling, life/earth sciences intelligent modeling, learning algorithms, intelligent telecommunications modeling, fuzzy modeling, robotics and control, smart cameras, pattern recognition and facial mapping, classification, financial intelligent modeling, and echo state networks.

 

Keywords

  • artificial neural networks
  • computational intelligence
  • computing methodologies
  • artificial intelligence
  • ANN
  • classification
  • decision support systems
  • echo state networks
  • evolutionary architectures
  • financial modeling
  • fuzzy inference systems
  • hybrid systems
  • learning algorithms
  • learning systems
  • machine learning
  • medical and biomedical engineering
  • network models
  • pattern recognition
  • reinforcement learning
  • soft computing

Editors and Affiliations

  • Democritus University of Thrace, Orestiada, Greece

    Lazaros Iliadis

  • Coventry University, Coventry, United Kingdom

    Chrisina Jayne

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-23983-5
  • 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 79.99
Price excludes VAT (USA)