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Engineering Applications of Neural Networks

12th International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part I

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Lazaros Iliadis

    1. Democritus University of Thrace, Orestiada, Greece

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  2. Chrisina Jayne

    1. London Metropolitan University, London, UK

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  • State-of-the-art research
  • Fast-track conference proceedings
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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 363)

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Table of contents (57 papers)

  1. Front Matter

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  2. Computer Vision and Robotics

    1. ART-Based Fusion of Multi-modal Information for Mobile Robots

      • Elmar Berghöfer, Denis Schulze, Marko Tscherepanow, Sven Wachsmuth
      Pages 1-10

    2. Vision-Based Autonomous Navigation Using Supervised Learning Techniques

      • Jefferson R. Souza, Gustavo Pessin, Fernando S. Osório, Denis F. Wolf
      Pages 11-20

  3. Self Organizing Maps

    1. SOM-Based Clustering and Optimization of Production

      • Primož Potočnik, Tomaž Berlec, Marko Starbek, Edvard Govekar
      Pages 21-30

    2. Behavioral Profiles for Building Energy Performance Using eXclusive SOM

      • Félix Iglesias Vázquez, Sergio Cantos Gaceo, Wolfgang Kastner, José A. Montero Morales
      Pages 31-40

  4. Classification - Pattern Recognition

    1. Hypercube Neural Network Algorithm for Classification

      • Dominic Palmer-Brown, Chrisina Jayne
      Pages 41-51

    2. Improving the Classification Performance of Liquid State Machines Based on the Separation Property

      • Emmanouil Hourdakis, Panos Trahanias
      Pages 52-62

    3. A Scale-Changeable Image Analysis Method

      • Hui Wei, Bo Lang, Qing-song Zuo
      Pages 63-68

    4. Induction of Linear Separability through the Ranked Layers of Binary Classifiers

      • Leon Bobrowski
      Pages 69-77

    5. Classifying the Differences in Gaze Patterns of Alphabetic and Logographic L1 Readers – A Neural Network Approach

      • André Frank Krause, Kai Essig, Li-Ying Essig-Shih, Thomas Schack
      Pages 78-83

    6. Subspace-Based Face Recognition on an FPGA

      • Pablo Pizarro, Miguel Figueroa
      Pages 84-89

    7. A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery

      • Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros Iliadis
      Pages 90-100

  5. Financial and Management Applications of AI

    1. Neural Network Rule Extraction to Detect Credit Card Fraud

      • Nick F. Ryman-Tubb, Paul Krause
      Pages 101-110

  7. Support Vector Machines

    1. Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM) and Visible/Near Infrared Spectroscopy

      • Ching-Lu Hsieh, Chao-Yung Hung, Ching-Yun Kuo
      Pages 130-139

    2. Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation

      • Lazaros Iliadis, Stavros Tachos, Stavros Avramidis, Shawn Mansfield
      Pages 140-149

  8. Learning and Novel Algorithms

    1. Time-Frequency Analysis of Hot Rolling Using Manifold Learning

      • Francisco J. García, Ignacio Díaz, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez
      Pages 150-155

  9. Reinforcement and Radial Basis Function ANN

    1. Application of Radial Bases Function Network and Response Surface Method to Quantify Compositions of Raw Goat Milk with Visible/Near Infrared Spectroscopy

      • Ching-Lu Hsieh, Chao-Yung Hung, Mei-Jen Lin
      Pages 156-161

    2. Transferring Models in Hybrid Reinforcement Learning Agents

      • Anestis Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, Ioannis Vlahavas
      Pages 162-171
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Other volumes

  1. Engineering Applications of Neural Networks

  2. Artificial Intelligence Applications and Innovations

Keywords

About this book

The two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th International Conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 International Conference, AIAI 2011, held jointly in Corfu, Greece, in September 2011. The 52 revised full papers and 28 revised short papers presented together with 31 workshop papers were carefully reviewed and selected from 150 submissions. The first volume includes the papers that were accepted for presentation at the EANN 2011 conference. They are organized in topical sections on computer vision and robotics, self organizing maps, classification/pattern recognition, financial and management applications of AI, fuzzy systems, support vector machines, learning and novel algorithms, reinforcement and radial basis function ANN, machine learning, evolutionary genetic algorithms optimization, Web applications of ANN, spiking ANN, feature extraction minimization, medical applications of AI, environmental and earth applications of AI, multi layer ANN, and bioinformatics. The volume also contains the accepted papers from the Workshop on Applications of Soft Computing to Telecommunication (ASCOTE 2011), the Workshop on Computational Intelligence Applications in Bioinformatics (CIAB 2011), and the Second Workshop on Informatics and Intelligent Systems Applications for Quality of Life Information Services (ISQLIS 2011).

Editors and Affiliations

  • Democritus University of Thrace, Orestiada, Greece

    Lazaros Iliadis

  • London Metropolitan University, London, UK

    Chrisina Jayne

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