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  • © 2012

Engineering Applications of Neural Networks

13th International Conference, EANN 2012, London, UK, September 20-23, 2012.

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Table of contents (49 papers)

  1. Front Matter

  2. Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model

    • Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
    Pages 1-10
  3. Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks

    • Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
    Pages 31-40
  4. Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver

    • Mario Malcangi, Salvatore Smirne
    Pages 41-50
  5. Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA

    • Javier Fernandez de Canete, Alfonso Garcia-Cerezo, Inmaculada Garcia-Moral, Pablo del Saz, Ernesto Ochoa
    Pages 51-60
  6. Evolving an Indoor Robotic Localization System Based on Wireless Networks

    • Gustavo Pessin, Fernando S. Osório, Jefferson R. Souza, Fausto G. Costa, Jó Ueyama, Denis F. Wolf et al.
    Pages 61-70
  7. An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators

    • D. Vijay Rao, Ravi Shankar, Lazaros Iliadis, V. V. S. Sarma
    Pages 81-93
  8. Network Intrusion Detection System Using Data Mining

    • Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
    Pages 104-113
  9. A Near Linear Algorithm for Testing Linear Separability in Two Dimensions

    • Sylvain Contassot-Vivier, David Elizondo
    Pages 114-124
  10. Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks

    • Javier Reyes Sanchez, Marley Vellasco, Ricardo Tanscheit
    Pages 135-144
  11. Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques

    • Antonio Morán, Juan J. Fuertes, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz
    Pages 152-161
  12. Backpropagation Neural Network Applications for a Welding Process Control Problem

    • Adnan Aktepe, Süleyman Ersöz, Murat Lüy
    Pages 172-182
  13. Elastic Nets for Detection of Up-Regulated Genes in Microarrays

    • Marcos Levano, Alejandro Mellado
    Pages 183-192

Other Volumes

  1. Engineering Applications of Neural Networks

    13th International Conference, EANN 2012, London, UK, September 20-23, 2012. Proceedings

About this book

This book constitutes the refereed proceedings of the 13th International Conference on Engineering Applications of Neural Networks, EANN 2012, held in London, UK, in September 2012. The 49 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of neural networks and other computational intelligence approaches to intelligent transport, environmental engineering, computer security, civil engineering, financial forecasting, virtual learning environments, language interpretation, bioinformatics and general engineering.

Keywords

  • artificial neural networks
  • data mining
  • fuzzy logic and systems
  • machine learning
  • time series forecasting

Editors and Affiliations

  • Coventry University, Coventry, UK

    Chrisina Jayne

  • University of Lincoln, Lincoln, UK

    Shigang Yue

  • University of Thrace, Orestiada, Greece

    Lazaros Iliadis

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-32909-8
  • 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 99.99
Price excludes VAT (USA)