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Engineering Applications of Neural Networks

16th International Conference, EANN 2015, Rhodes, Greece, September 25-28 2015.Proceedings

  • Lazaros Iliadis
  • Chrisina Jayne

Part of the Communications in Computer and Information Science book series (CCIS, volume 517)

Table of contents

  1. Front Matter
    Pages I-XXVIII
  2. Industrial-Engineering Applications of ANN

    1. Front Matter
      Pages 1-1
    2. Bartlomiej Beliczynski, Lech M. Grzesiak, Bartlomiej Ufnalski
      Pages 3-12
    3. Glauco Martins, Marley Vellasco, Roberto Schirru, Pedro Vellasco
      Pages 13-23
    4. Ander Arriandiaga, Eva Portillo, Jose A. Sánchez, Itziar Cabanes
      Pages 24-34
  3. Bioinformatics

  4. Intelligent Medical Modeling

    1. Front Matter
      Pages 67-67
    2. Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar
      Pages 69-79
  5. Life-Earth Sciences Intelligent Modeling

    1. Front Matter
      Pages 87-87
    2. Pekka Kumpulainen, Timo Korpela, Yrjö Majanne, Anna Häyrinen
      Pages 100-108
    3. Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana Dolenko, Kirill Laptinskiy, Igor Persiantsev
      Pages 109-118
    4. Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, R. L. Whetton, J. Wiebensohn, A. M. Mouazen
      Pages 119-126
  6. Learning-Algorithms

    1. Front Matter
      Pages 127-127
    2. Yiannis Kokkinos, Konstantinos G. Margaritis
      Pages 129-138
    3. Stamatis Karlos, Nikos Fazakis, Sotiris Kotsiantis, Kyriakos Sgarbas
      Pages 139-148
    4. Shruti R. Kulkarni, Bipin Rajendran
      Pages 149-158
    5. Hamid Parvin, Ahad Zolfaghari, Farhad Rad
      Pages 159-168
  7. Intelligent Telecommunications Modeling

    1. Front Matter
      Pages 169-169
    2. Szabolcs Nováczki, Borislava Gajic
      Pages 181-191
  8. Fuzzy Modeling

    1. Front Matter
      Pages 193-193
    2. George E. Tsekouras, Anastasios Rigos, Antonios Chatzipavlis, Adonis Velegrakis
      Pages 195-205
    3. Mario Malcangi, Philip Grew
      Pages 216-227
  9. Robotics and Control

    1. Front Matter
      Pages 229-229
  10. Smart Cameras

    1. Front Matter
      Pages 241-241
    2. Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi
      Pages 243-252
  11. Pattern Recognition-Facial Mapping

    1. Front Matter
      Pages 253-253
    2. Olarik Surinta, Mahir F. Karaaba, Tusar K. Mishra, Lambert R. B. Schomaker, Marco A. Wiering
      Pages 255-264
    3. Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis
      Pages 265-274
    4. Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker et al.
      Pages 275-285
  12. Classification

    1. Front Matter
      Pages 287-287
    2. Nektaria Potha, Manolis Maragoudakis
      Pages 289-303
    3. Marcelino Lázaro, Francisco Herrera, Aníbal R. Figueiras-Vidal
      Pages 304-314
    4. Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor
      Pages 315-324
    5. Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
      Pages 325-334
  13. Financial Intelligent Modeling

    1. Front Matter
      Pages 335-335
    2. Athanasios Tsadiras, George Zitopoulos
      Pages 347-357
  14. Echo State Networks

    1. Front Matter
      Pages 367-367
    2. Eric Aislan Antonelo, Eduardo Camponogara
      Pages 379-389
    3. Philipp Kainz, Harald Burgsteiner, Martin Asslaber, Helmut Ahammer
      Pages 390-400

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, held in Rhodes, Greece, in September 2015.

The 36 revised full papers presented together with the abstracts of three invited talks and two tutorials were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on industrial engineering applications of Artificial Neural Networks (ANN), bioinformatics, intelligent medical modeling, life/earth sciences intelligent modeling, learning algorithms, intelligent telecommunications modeling, fuzzy modeling, robotics and control, smart cameras, pattern recognition and facial mapping, classification, financial intelligent modeling, and echo state networks.

 

Keywords

artificial neural networks computational intelligence computing methodologies artificial intelligence ANN classification decision support systems echo state networks evolutionary architectures financial modeling fuzzy inference systems hybrid systems learning algorithms learning systems machine learning medical and biomedical engineering network models pattern recognition reinforcement learning soft computing

Editors and affiliations

  • Lazaros Iliadis
    • 1
  • Chrisina Jayne
    • 2
  1. 1.Democritus University of ThraceOrestiadaGreece
  2. 2.Coventry UniversityCoventryUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-23983-5
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-23981-1
  • Online ISBN 978-3-319-23983-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site