Engineering Applications of Neural Networks

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


ISBN: 978-3-642-32908-1 (Print) 978-3-642-32909-8 (Online)

Table of contents (49 chapters)

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  1. Front Matter

    Pages -

  2. Chapter

    Pages 1-10

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

  3. Chapter

    Pages 11-20

    An Operational Riverflow Prediction System in Helmand River, Afghanistan Using Artificial Neural Networks

  4. Chapter

    Pages 21-30

    Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing

  5. Chapter

    Pages 31-40

    Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks

  6. Chapter

    Pages 41-50

    Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver

  7. Chapter

    Pages 51-60

    Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA

  8. Chapter

    Pages 61-70

    Evolving an Indoor Robotic Localization System Based on Wireless Networks

  9. Chapter

    Pages 71-80

    Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction

  10. Chapter

    Pages 81-93

    An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators

  11. Chapter

    Pages 94-103

    A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit

  12. Chapter

    Pages 104-113

    Network Intrusion Detection System Using Data Mining

  13. Chapter

    Pages 114-124

    A Near Linear Algorithm for Testing Linear Separability in Two Dimensions

  14. Chapter

    Pages 125-134

    A Training Algorithm for Locally Recurrent NN Based on Explicit Gradient of Error in Fault Detection Problems

  15. Chapter

    Pages 135-144

    Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks

  16. Chapter

    Pages 145-151

    Visual Based Contour Detection by Using the Improved Short Path Finding

  17. Chapter

    Pages 152-161

    Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques

  18. Chapter

    Pages 162-171

    Neural Networks for the Analysis of Mine-Induced Vibrations Transmission from Ground to Building Foundation

  19. Chapter

    Pages 172-182

    Backpropagation Neural Network Applications for a Welding Process Control Problem

  20. Chapter

    Pages 183-192

    Elastic Nets for Detection of Up-Regulated Genes in Microarrays

  21. Chapter

    Pages 193-202

    Detection and Classification of ECG Chaotic Components Using ANN Trained by Specially Simulated Data

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