Engineering Applications of Neural Networks

1. Front Matter

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

   • Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii

   Pages 1-10

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

   • Bernard Hsieh, Mark Jourdan

   Pages 11-20

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

   • Pretesh B. Patel, Tshilidzi Marwala

   Pages 21-30

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

   • Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong

   Pages 31-40

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

   • Mario Malcangi, Salvatore Smirne

   Pages 41-50

7. 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

8. 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

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

   • Antonios Papaleonidas, Lazaros Iliadis

   Pages 71-80

10. 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

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

    • Pavlo V. Tymoshchuk

    Pages 94-103

12. Network Intrusion Detection System Using Data Mining

    • Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg

    Pages 104-113

13. A Near Linear Algorithm for Testing Linear Separability in Two Dimensions

    • Sylvain Contassot-Vivier, David Elizondo

    Pages 114-124

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

    • Sara Carcangiu, Augusto Montisci, Patrizia Boi

    Pages 125-134

15. Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks

    • Javier Reyes Sanchez, Marley Vellasco, Ricardo Tanscheit

    Pages 135-144

16. Visual Based Contour Detection by Using the Improved Short Path Finding

    • Jiawei Xu, Shigang Yue

    Pages 145-151

17. 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

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

    • Krystyna Kuzniar, Lukasz Chudyba

    Pages 162-171

19. Backpropagation Neural Network Applications for a Welding Process Control Problem

    • Adnan Aktepe, Süleyman Ersöz, Murat Lüy

    Pages 172-182

20. Elastic Nets for Detection of Up-Regulated Genes in Microarrays

    • Marcos Levano, Alejandro Mellado

    Pages 183-192

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.

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

• Coventry University, Coventry, UK

  Chrisina Jayne

• University of Lincoln, Lincoln, UK

  Shigang Yue

• University of Thrace, Orestiada, Greece

  Lazaros Iliadis

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