Engineering Applications of Neural Networks

1. Front Matter

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2. Invited

   1. Neural Networks for Digital Media Analysis and Description

      • Anastasios Tefas, Alexandros Iosifidis, Ioannis Pitas

      Pages 1-11

3. Evolutionary Algorithms

   1. Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming

      • Antonios K. Alexandiris, Michael Kampouridis

      Pages 12-21

   2. MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN

      • Gul Muhammad Khan, Fahad Ullah, Sahibzada Ali Mahmud

      Pages 22-31

   3. SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem

      • Shaohui Wu, Gang Yang, Jieping Xu, Xirong Li

      Pages 32-41

   4. Improving the RACAI Neural Network MSD Tagger

      • Tiberiu Boroş, Stefan Daniel Dumitrescu

      Pages 42-51

4. Adaptive Algorithms - Control Approaches

   1. Neural Network Simulation of Photosynthetic Production

      • Tibor Kmet, Maria Kmetova

      Pages 52-60

   2. A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques

      • Sadhana V. Jadhav, B. N. Chaudhari

      Pages 61-70

5. General Aspects of AI Evolution

   1. Thinking Machines versus Thinking Organisms

      • Petro Gopych

      Pages 71-80

6. Soft Computing Applications

   1. Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting

      • Sergey Dolenko, Igor Isaev, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich

      Pages 81-90

   2. Prediction of Foreign Currency Exchange Rates Using CGPANN

      • Durre Nayab, Gul Muhammad Khan, Sahibzada Ali Mahmud

      Pages 91-101

   3. Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks

      • Bernard Hsieh, Jay Ratcliff

      Pages 102-111

   4. Crossroad Detection Using Artificial Neural Networks

      • Alberto Hata, Danilo Habermann, Denis Wolf, Fernando Osório

      Pages 112-121

   5. Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal

      • Jan Karwowski, Michał Okulewicz, Jarosław Legierski

      Pages 122-131

   6. Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks

      • Georgios Karapilafis, Lazaros Iliadis, Stefanos Spartalis, S. Katsavounis, Elias Pimenidis

      Pages 132-143

   7. Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN

      • Stefanos Karagiannis, Vassilis Iakovakis, John Kechagias, Nikos Fountas, Nikolaos Vaxevanidis

      Pages 144-153

7. ANN Ensembles

   1. A State Space Approach and Hurst Exponent for Ensemble Predictors

      • Ryszard Szupiluk, Tomasz Ząbkowski

      Pages 154-164

8. Bioinformatics

   1. 3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus

      • Dimitrios Vlachakis, Georgia Tsiliki, Sophia Kossida

      Pages 165-171

9. Classification - Pattern Recognition

   1. Feature Comparison and Feature Fusion for Traditional Dances Recognition

      • Ioannis Kapsouras, Stylianos Karanikolos, Nikolaos Nikolaidis, Anastasios Tefas

      Pages 172-181

   2. Intelligent Chair Sensor

      • Leonardo Martins, Rui Lucena, João Belo, Marcelo Santos, Cláudia Quaresma, Adelaide P. Jesus et al.

      Pages 182-191

The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics and learning.

• affective computing
• fuzzy neural network
• particle swarm optimization
• super-turing machines
• wearable computing

• Department of Forestry & Management of the Environment and Natural Resources, Democritus University of Thrace, Orestiada, Hellas

  Lazaros Iliadis

• Frederick University of Cyprus, Cyprus

  Harris Papadopoulos

• Faculty of Engineering and Computing, Coventry University, UK

  Chrisina Jayne

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