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  • Conference proceedings
  • © 2021

Future Data and Security Engineering

8th International Conference, FDSE 2021, Virtual Event, November 24–26, 2021, Proceedings

Editors:

  1. Tran Khanh Dang

    1. HCMC University of Technology, Ho Chi Minh City, Vietnam

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  2. Josef Küng

    1. Johannes Kepler University of Linz, Linz, Austria

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  3. Tai M. Chung

    1. Sungkyunkwan University, Suwon, Korea (Republic of)

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  4. Makoto Takizawa

    1. Hosei University, Koganei-shi, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13076)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Conference series link(s): FDSE: International Conference on Future Data and Security Engineering

Conference proceedings info: FDSE 2021.

Sections

eBook USD 69.99
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  • ISBN: 978-3-030-91387-8
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Table of contents (26 papers)

  1. Front Matter

    Pages i-xiii
    PDF

  2. Invited Keynotes

    1. Front Matter

      Pages 1-1
      PDF

    2. Federated Learning: Issues in Medical Application

      • Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung
      Pages 3-22

    3. Time in Data Models

      • Johann Eder, Marco Franceschetti, Josef Lubas
      Pages 23-35

  3. Big Data Analytics and Distributed Systems

    1. Front Matter

      Pages 37-37
      PDF

    2. Distributed Scalable Association Rule Mining over Covid-19 Data

      • Mahtab Shahin, Wissem Inoubli, Syed Attique Shah, Sadok Ben Yahia, Dirk Draheim
      Pages 39-52

    3. Threshold Benefit for Groups Influence in Online Social Networks

      • Phuong N. H. Pham, Bich-Ngan T. Nguyen, Quy T. N. Co, Canh-Pham, Václav Snášel
      Pages 53-67

    4. Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms

      • Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti
      Pages 68-80

    5. Efficient Brain Hemorrhage Detection on 3D CT Scans with Deep Neural Network

      • Anh-Cang Phan, Ho-Dat Tran, Thuong-Cang Phan
      Pages 81-96

  4. Advances in Machine Learning for Big Data Analytics

    1. Front Matter

      Pages 97-97
      PDF

    3. Selective Combination and Management of Distributed Machine Learning Models

      • Takeshi Tsuchiya, Ryuichi Mochizuki, Hiroo Hirose, Tetsuyasu Yamada, Keiichi Koyanagi, Quang Tran Minh
      Pages 113-124

    4. Improving ADABoost Algorithm with Weighted SVM for Imbalanced Data Classification

      • Vo Duc Quang, Tran Dinh Khang, Nguyen Minh Huy
      Pages 125-136

    5. Feature Learning and Data Generative Models for Facial Expression Recognition

      • Vu Thanh Nguyen, Mai Viet Tiep, Luong The Dung, Vu Thanh Hien, Tuan Dinh Le, Ton Quang Toai et al.
      Pages 137-151

  5. Industry 4.0 and Smart City: Data Analytics and Security

    1. Front Matter

      Pages 153-153
      PDF

    2. Authorization Strategies and Classification of Access Control Models

      • Aya Mohamed, Dagmar Auer, Daniel Hofer, Josef Küng
      Pages 155-174

    3. Motorbike Counting in Heavily Crowded Scenes

      • Chi Kien Huynh, Tran Khanh Dang, Cong An Nguyen
      Pages 175-194

    4. Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks

      • An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung
      Pages 195-210

    5. Intelligent Urban Transportation System to Control Road Traffic with Air Pollution Orientation

      • Binh Thanh Nguyen, Pham Lu Quang Minh, Huynh Vu Minh Nguyet, Do Huu Phuoc, Pham Dinh Tai, Huy Truong Dinh
      Pages 211-221

    6. A Data Union Method Using Hierarchical Clustering and Set Unionability

      • Manh Huy Ta, Tran Khanh Dang, Nhan Nguyen-Tan
      Pages 222-235
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About this book

This book constitutes the proceedings of the 8th International Conference on Future Data and Security Engineering, FDSE 2021, which was supposed to be held in Ho Chi Minh City, Vietnam, in November 2021, but the conference was held virtually due to the COVID-19 pandemic.
The 24 full papers presented together with 2 invited keynotes were carefully reviewed and selected from 168 submissions. The selected papers are organized into the following topical headings: Big Data Analytics and Distributed Systems; Advances in Machine Learning for Big Data Analytics; Industry 4.0 and Smart City: Data Analytics and Security; Blockchain and IoT Applications; Machine Learning and Artificial Intelligence for Security and Privacy; Emerging Data Management Systems and Applications.
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Keywords

  • artificial intelligence
  • computer networks
  • computer science
  • computer security
  • computer systems
  • computer vision
  • cryptography
  • data mining
  • data security
  • education
  • engineering
  • image analysis
  • image processing
  • internet
  • learning
  • machine learning
  • mathematics
  • network protocols
  • pattern recognition
  • signal processing
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Editors and Affiliations

  • HCMC University of Technology, Ho Chi Minh City, Vietnam

    Tran Khanh Dang

  • Johannes Kepler University of Linz, Linz, Austria

    Josef Küng

  • Sungkyunkwan University, Suwon, Korea (Republic of)

    Tai M. Chung

  • Hosei University, Koganei-shi, Japan

    Makoto Takizawa

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Bibliographic Information

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Access via your institution
eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-91387-8
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 89.99
Price excludes VAT (USA)
Learn about institutional subscriptions