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Intelligent Systems and Applications

Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 1

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Kohei Arai

    1. Faculty of Science and Engineering, Saga University, Saga, Japan

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  2. Supriya Kapoor

    1. The Science and Information (SAI) Organization, Bradford, UK

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  3. Rahul Bhatia

    1. The Science and Information (SAI) Organization, Bradford, UK

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  • Presents the latest research on intelligent systems and applications
  • Gathers the proceedings of the Intelligent Systems Conference 2018 (IntelliSys 2018), held in London, UK from 6 to 7 September 2018
  • Explores various areas of intelligent systems and artificial intelligence and how they apply to the real world

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 868)

Included in the following conference series:

Conference proceedings info: IntelliSys 2018.

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Table of contents (97 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning and Snapshot Ensembling

    • Christopher Schulze, Marcus Schulze
    Pages 1-17

  3. Ship Classification from SAR Images Based on Deep Learning

    • Shintaro Hashimoto, Yohei Sugimoto, Ko Hamamoto, Naoki Ishihama
    Pages 18-34

  4. HIMALIA: Recovering Compiler Optimization Levels from Binaries by Deep Learning

    • Yu Chen, Zhiqiang Shi, Hong Li, Weiwei Zhao, Yiliang Liu, Yuansong Qiao
    Pages 35-47

  5. Architecture of Management Game for Reinforced Deep Learning

    • Marko Kesti
    Pages 48-61

  6. The Cognitive Packet Network with QoS and Cybersecurity Deep Learning Clusters

    • Will Serrano
    Pages 62-85

  7. Convolution Neural Network Application for Road Asset Detection and Classification in LiDAR Point Cloud

    • George E. Sakr, Lara Eido, Charles Maarawi
    Pages 86-100

  8. PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion

    • Panagiotis Kasnesis, Charalampos Z. Patrikakis, Iakovos S. Venieris
    Pages 101-119

  9. Reinforcement Learning for Fair Dynamic Pricing

    • Roberto Maestre, Juan Duque, Alberto Rubio, Juan Arevalo
    Pages 120-135

  10. A Classification-Regression Deep Learning Model for People Counting

    • Bolei Xu, Wenbin Zou, Jonathan Garibaldi, Guoping Qiu
    Pages 136-149

  11. The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification Using Both Hand-Crafted and Deep Features

    • Binu Melit Devassy, Sule Yildirim-Yayilgan, Jon Yngve Hardeberg
    Pages 150-159

  12. Deep Learning in Classifying Depth of Anesthesia (DoA)

    • Mohamed H. AlMeer, Maysam F. Abbod
    Pages 160-169

  13. Content Based Video Retrieval Using Convolutional Neural Network

    • Saeed Iqbal, Adnan N Qureshi, Awais M. Lodhi
    Pages 170-186

  14. Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing Method

    • Kazuteru Miyazaki, Naoki Kodama, Hiroaki Kobayashi
    Pages 187-200

  15. Eye-Tracking to Enhance Usability: A Race Game

    • A. Ezgi İlhan
    Pages 201-214

  16. A Survey of Customer Review Helpfulness Prediction Techniques

    • Madeha Arif, Usman Qamar, Farhan Hassan Khan, Saba Bashir
    Pages 215-226

  17. Automatized Approach to Assessment of Degree of Delamination Around a Scribe

    • Petr Dolezel, Pavel Rozsival, Veronika Rozsivalova, Jiri Tvrdik
    Pages 227-236

  18. Face Detection and Recognition for Automatic Attendance System

    • Onur Sanli, Bahar Ilgen
    Pages 237-245

  19. Fine Localization of Complex Components for Bin Picking

    • Jiri Tvrdik, Petr Dolezel
    Pages 246-255

  20. Intrusion Detection in Computer Networks Based on KNN, K-Means++ and J48

    • Mauricio Mendes Faria, Ana Maria Monteiro
    Pages 256-271
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Other volumes

  1. Intelligent Systems and Applications

  2. Intelligent Systems and Applications

Keywords

About this book

Gathering the Proceedings of the 2018 Intelligent Systems Conference (IntelliSys 2018), this book offers a remarkable collection of chapters covering a wide range of topics in intelligent systems and computing, and their real-world applications. The Conference attracted a total of 568 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer review process, after which 194 (including 13 poster papers) were selected to be included in these proceedings.

As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made it possible to tackle many problems more effectively. This branching out of computational intelligence in several directions, and the use of intelligent systems in everyday applications, have created the need for such an international conference, which serves as a venue for reporting on cutting-edge innovations and developments.

This book collects both theory and application-based chapters on all aspects of artificial intelligence, from classical to intelligent scope. Readers are sure to find the book both interesting and valuable, as it presents state-of-the-art intelligent methods and techniques for solving real-world problems, along with a vision of future research directions.

Editors and Affiliations

  • Faculty of Science and Engineering, Saga University, Saga, Japan

    Kohei Arai

  • The Science and Information (SAI) Organization, Bradford, UK

    Supriya Kapoor, Rahul Bhatia

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