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Big Data Analysis and Deep Learning Applications

Proceedings of the First International Conference on Big Data Analysis and Deep Learning

  • Thi Thi Zin
  • Jerry Chun-Wei Lin
Conference proceedings ICBDL 2018

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 744)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Big Data Analysis

  3. Deep Learning and its Applications

    1. Front Matter
      Pages 77-77
    2. Noritaka Shigei, Hiroki Urakawa, Yoshihiro Nakamura, Masahiro Teramura, Hiromi Miyajima
      Pages 79-85
    3. May Phyo Khaing, Mukunoki Masayuki
      Pages 86-93
    4. Su Wit Yi Aung, Soe Soe Khaing, Shwe Thinzar Aung
      Pages 94-103
  4. Data Mining and its Applications

    1. Front Matter
      Pages 113-113
    2. Myint Myint Sein, Saw Zay Maung Maung, Myat Thiri Khine, K-zin Phyo, Thida Aung, Phyo Pa Pa Tun
      Pages 115-122
    3. Youcef Djenouri, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger
      Pages 123-129
    4. May Phyo Thu, Khine Moe Nwe, Kyar Nyo Aye
      Pages 139-148
    5. Than Htike Aung, Nang Saing Moon Kham
      Pages 149-159
    6. Myintzu Phyo Aung, Ohnmar Aung, Nan Yu Hlaing
      Pages 179-187
  5. Information Communication Systems and Applications

  6. Intelligent Systems

    1. Front Matter
      Pages 231-231
    2. Geunho Lee, Masaki Shiraishi, Hiroki Tamura, Kikuhito Kawasue
      Pages 233-239
    3. Thu Thu Zan, Sabai Phyu
      Pages 240-249
    4. Phyo Phyo Wai, Su Su Hlaing, Khin Lay Mon, Mie Mie Tin, Mie Mie Khin
      Pages 258-263
  7. Video Monitoring System and Applications

    1. Front Matter
      Pages 265-265
    2. Tetsuya Hirata, Thi Thi Zin, Ikuo Kobayashi, Hiromitsu Hama
      Pages 267-273
    3. Pann Thinzar Seint, Thi Thi Zin
      Pages 274-283
  8. Image and Multimedia Processing

    1. Front Matter
      Pages 313-313
    2. Aung Kaung Sat, Thuzar Tint
      Pages 315-323
    3. Mie Mie Tin, Khin Lay Mon, Ei Phyu Win, Su Su Hlaing
      Pages 324-332
    4. Tin Mar Kyi, Khin Chan Myae Zin
      Pages 333-341
    5. Mie Mie Khin, Zin Mar Win, Phyo Phyo Wai, Khaing Thazin Min
      Pages 342-345
    6. Emi Takaoka, Thi Thi Zin
      Pages 346-354
    7. Ei Moh Moh Aung, Thu Zar Tint
      Pages 374-383

About these proceedings

Introduction

This book presents a compilation of selected papers from the first International Conference on Big Data Analysis and Deep Learning Applications (ICBDL 2018), and focuses on novel techniques in the fields of big data analysis, machine learning, system monitoring, image processing, conventional neural networks, communication, industrial information, and their applications. Readers will find insights to help them realize more efficient algorithms and systems used in real-life applications and contexts, making the book an essential reference guide for academic researchers, professionals, software engineers in the industry, and regulators of aviation authorities. 

Keywords

Big Data Analysis Machine Learning Monitoring System Image Processing Conventional Neural Networks Industrial Information

Editors and affiliations

  • Thi Thi Zin
    • 1
  • Jerry Chun-Wei Lin
    • 2
  1. 1.Faculty of EngineeringUniversity of MiyazakiMiyazakiJapan
  2. 2.Department of Computing, Mathematics, and PhysicsWestern Norway University of Applied Sciences (HVL)BergenNorway

Bibliographic information