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Engineering Applications of Neural Networks

15th International Conference, EANN 2014, Sofia, Bulgaria, September 5-7, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Valeri Mladenov

    1. Dept. of Theoretical Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria

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  2. Chrisina Jayne

    1. Faculty of Engineering and Computing, Coventry University, UK

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    You can also search for this editor in PubMed   Google Scholar

  3. Lazaros Iliadis

    1. Department of Forestry and Management of the Environment, Democritus University of Thrace, Orestiada, Greece

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 459)

Included in the following conference series:

Conference proceedings info: EANN 2014.

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Table of contents (23 papers)

  1. Front Matter

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  2. Fuzzy Inference ANN Ensembles for Air Pollutants Modeling in a Major Urban Area: The Case of Athens

    • Ilias Bougoudis, Lazaros Iliadis, Antonis Papaleonidas
    Pages 1-14

  3. Remarks on Computational Facial Expression Recognition from HOG Features Using Quaternion Multi-layer Neural Network

    • Kazuhiko Takahashi, Sae Takahashi, Yunduan Cui, Masafumi Hashimoto
    Pages 15-24

  4. Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU

    • Israel Tabarez Paz, Neil Hernández Gress, Miguel González Mendoza
    Pages 25-38

  5. An Iterative Feature Filter for Sensor Timeseries in Pervasive Computing Applications

    • Davide Bacciu
    Pages 39-48

  6. Exploiting Evolution on UAV Control Rules for Spraying Pesticides on Crop Fields

    • Bruno S. Faiçal, Gustavo Pessin, Geraldo P. R. Filho, Gustavo Furquim, André C. P. L. F. de Carvalho, Jó Ueyama
    Pages 49-58

  7. Fuzzy-Logic Decision Fusion for Nonintrusive Early Detection of Driver Fatigue or Drowsiness

    • Mario Malcangi
    Pages 59-70

  8. Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition

    • Aarón Montero, Ramón Huerta, Francisco B. Rodríguez
    Pages 71-80

  9. Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network

    • Eduardo Aguiar, Fernando Nogueira, Renan Amaral, Diego Fabri, Sérgio Rossignoli, José Geraldo Ferreira et al.
    Pages 81-91

  10. An Accurate Flood Forecasting Model Using Wireless Sensor Networks and Chaos Theory: A Case Study with Real WSN Deployment in Brazil

    • Gustavo Furquim, Rodrigo Mello, Gustavo Pessin, Bruno S. Faiçal, Eduardo M. Mendiondo, Jó Ueyama
    Pages 92-102

  11. Regenerative Braking Control Strategy for Hybrid and Electric Vehicles Using Artificial Neural Networks

    • Sanketh S. Shetty, Orkun Karabasoglu
    Pages 103-112

  12. Automatic Screening and Classification of Diabetic Retinopathy Fundus Images

    • Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne
    Pages 113-122

  13. Brain Neural Data Analysis Using Machine Learning Feature Selection and Classification Methods

    • Lachezar Bozhkov, Petia Georgieva, Roumen Trifonov
    Pages 123-132

  14. Application of Neural Networks Solar Radiation Prediction for Hybrid Renewable Energy Systems

    • P. Chatziagorakis, C. Elmasides, G. Ch. Sirakoulis, I. Karafyllidis, I. Andreadis, N. Georgoulas et al.
    Pages 133-144

  15. A New User Similarity Computation Method for Collaborative Filtering Using Artificial Neural Network

    • Noman Bin Mannan, Sheikh Muhammad Sarwar, Najeeb Elahi
    Pages 145-154

  16. Probabilistic Models Based Intrusion Detection Using Sequence Characteristics in Control System Communication

    • Takashi Onoda
    Pages 155-164

  17. Compressive ELM: Improved Models through Exploiting Time-Accuracy Trade-Offs

    • Mark van Heeswijk, Amaury Lendasse, Yoan Miche
    Pages 165-174

  18. Detecting Port Scans against Mobile Devices with Neural Networks and Decision Trees

    • Christo Panchev, Petar Dobrev, James Nicholson
    Pages 175-182

  19. Categorization and Construction of Rule Based Systems

    • Han Liu, Alexander Gegov, Frederic Stahl
    Pages 183-194

  20. Tiling of Satellite Images to Capture an Island Object

    • Ahmet Sayar, Süleyman Eken, Umit Mert
    Pages 195-204
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About this book

This volume constitutes the refereed proceedings of the 15th International Conference on Engineering Applications of Neural Networks, EANN 2014, held in Sofia, Bulgaria, in September 2014. The 18 revised full papers presented together with 5 short papers were carefully reviewed and selected from 37 submissions. The papers demonstrate a variety of applications of neural networks and other computational intelligence approaches to challenging problems relevant to society and the economy. These include areas such as: environmental engineering, facial expression recognition, classification with parallelization algorithms, control of autonomous unmanned aerial vehicles, intelligent transport, flood forecasting, classification of medical images, renewable energy systems, intrusion detection, fault classification and general engineering.

Editors and Affiliations

  • Dept. of Theoretical Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria

    Valeri Mladenov

  • Faculty of Engineering and Computing, Coventry University, UK

    Chrisina Jayne

  • Department of Forestry and Management of the Environment, Democritus University of Thrace, Orestiada, Greece

    Lazaros Iliadis

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