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Engineering Applications of Neural Networks

17th International Conference, EANN 2016, Aberdeen, UK, September 2-5, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Chrisina Jayne

    1. Robert Gordon University, Aberdeen, United Kingdom

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  2. Lazaros Iliadis

    1. Lab of Forest Informatics (FiLAB), Democritus University of Thrace Lab of Forest Informatics (FiLAB), Orestiada, Greece

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 629)

Included in the following conference series:

Conference proceedings info: EANN 2016.

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Table of contents (27 papers)

  1. Front Matter

    Pages I-XI
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  2. Active Learning and Dynamic Environments

    1. Front Matter

      Pages 1-1
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    2. Deep Active Learning for Autonomous Navigation

      • Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan
      Pages 3-17

    3. 2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodies

      • G. L. Masala, B. Golosio, M. Tistarelli, E. Grosso
      Pages 18-34

    4. Choice of Best Samples for Building Ensembles in Dynamic Environments

      • Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro
      Pages 35-47

  3. Semi-supervised Modeling

    1. Front Matter

      Pages 49-49
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    2. Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers

      • Ilias Bougoudis, Konstantinos Demertzis, Lazaros Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas
      Pages 51-63

  4. Classification Applications

    1. Front Matter

      Pages 65-65
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    2. Predicting Abnormal Bank Stock Returns Using Textual Analysis of Annual Reports – a Neural Network Approach

      • Petr Hájek, Jana Boháčová
      Pages 67-78

    3. Emotion Recognition Using Facial Expression Images for a Robotic Companion

      • Ariel Ruiz-Garcia, Mark Elshaw, Abdulrahman Altahhan, Vasile Palade
      Pages 79-93

    4. Application of Artificial Neural Networks for Analyses of EEG Record with Semi-Automated Etalons Extraction: A Pilot Study

      • Hana Schaabova, Vladimir Krajca, Vaclava Sedlmajerova, Olena Bukhtaieva, Lenka Lhotska, Jitka Mohylova et al.
      Pages 94-107

  5. Clustering Applications

    1. Front Matter

      Pages 109-109
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    2. Economies Clustering Using SOM-Based Dissimilarity

      • Adam Chudziak
      Pages 111-122

    3. Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture

      • Marcos Lévano, Andrea Albornoz
      Pages 123-133

    4. Comparison of Methods for Automated Feature Selection Using a Self-organising Map

      • Aliyu Usman Ahmad, Andrew Starkey
      Pages 134-146

    5. EEG-Based Condition Clustering using Self-Organising Neural Network Map

      • Hassan Hamdoun, Aliyu Ahmad Usman
      Pages 147-157

  6. Cyber-Physical Systems and Cloud Applications

    1. Front Matter

      Pages 159-159
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    2. Intelligent Measurement in Unmanned Aerial Cyber Physical Systems for Traffic Surveillance

      • Andrei Petrovski, Prapa Rattadilok, Sergey Petrovskii
      Pages 161-175

    3. Predictive Model for Detecting MQ2 Gases Using Fuzzy Logic on IoT Devices

      • Catalina Hernández, Sergio Villagrán, Paulo Gaona
      Pages 176-185

    4. A Multi-commodity Network Flow Model for Cloud Service Environments

      • Ioannis M. Stephanakis, Syed Noor-Ul-Hassan Shirazi, Antonios Gouglidis, David Hutchison
      Pages 186-197
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  1. Engineering Applications of Neural Networks

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About this book

This book constitutes the refereed proceedings of the 17th International Conference on Engineering Applications of Neural Networks, EANN 2016, held in Aberdeen, UK, in September 2016.

The 22 revised full papers and three short papers presented together with two tutorials were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on active learning and dynamic environments; semi-supervised modeling; classification applications; clustering applications; cyber-physical systems and cloud applications; time-series prediction; learning-algorithms.

Editors and Affiliations

  • Robert Gordon University, Aberdeen, United Kingdom

    Chrisina Jayne

  • Lab of Forest Informatics (FiLAB), Democritus University of Thrace Lab of Forest Informatics (FiLAB), Orestiada, Greece

    Lazaros Iliadis

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