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Big Data Technologies and Applications

13th EAI International Conference, BDTA 2023, Edinburgh, UK, August 23-24, 2023, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Zhiyuan Tan

    1. Edinburgh Napier University, Edinburgh, UK

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  2. Yulei Wu

    1. University of Bristol, Bristol, UK

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  3. Min Xu

    1. University of Technology Sydney, Sydney, Australia

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Included in the following conference series:

Conference proceedings info: BDTA 2023.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-xii
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  2. Main Track – Regular Papers

    1. Front Matter

      Pages 1-1
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    2. CTL-I: Infrared Few-Shot Learning via Omnidirectional Compatible Class-Incremental

      • Biwen Yang, Ruiheng Zhang, Yumeng Liu, Guanyu Liu, Zhe Cao, Zhidong Yang et al.
      Pages 3-17

    3. Can Federated Models Be Rectified Through Learning Negative Gradients?

      • Ahsen Tahir, Zhiyuan Tan, Kehinde O. Babaagba
      Pages 18-32

    4. BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph

      • Jingjing Xu, Maria Biryukov, Martin Theobald, Vinu Ellampallil Venugopal
      Pages 33-48

    5. STLGCN: Spatial-Temporal Graph Convolutional Network for Long Term Traffic Forecasting

      • Xuewen Chen, Peng Peng, Haina Tang
      Pages 49-61

    6. Image Forgery Detection Using Cryptography and Deep Learning

      • Ayodeji Oke, Kehinde O. Babaagba
      Pages 62-78

    7. Revocable Attribute-Based Encryption Scheme with Cryptographic Reverse Firewalls

      • Yang Zhao, Xing-Yu Ke, Yu-Wei Pang, Hu Xiong, Guo-Bin Zhu, Kuo-Hui Yeh
      Pages 79-94

    8. IoT Attacks Countermeasures: Systematic Review and Future Research Direction

      • Joshua Teddy Ibibo
      Pages 95-111

    9. A Bibliometric Analysis and Systematic Review of a Blockchain-Based Chain of Custody for Digital Evidence

      • Belinda I. Onyeashie, Petra Leimich, Sean McKeown, Gordon Russell
      Pages 112-131

  3. Main Track–Short Paper and PhD Track

    1. Front Matter

      Pages 133-133
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    2. Forest Fire Prediction Using Multi-Source Deep Learning

      • Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell et al.
      Pages 135-146

    3. Research on Preprocessing Process for Improved Image Generation Based on Contrast Enhancement

      • Tae-su Wang, Minyoung Kim, Cubahiro Roland, Jongwook Jang
      Pages 147-155

    4. An Auditable Framework for Evidence Sharing and Management Using Smart Lockers and Distributed Technologies: Law Enforcement Use Case

      • Belinda I. Onyeashie, Petra Leimich, Sean McKeown, Gordon Russell
      Pages 156-167

  4. SECSOC Workshop

    1. Front Matter

      Pages 169-169
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    2. A Review of the Non-Fungible Tokens (NFT): Challenges and Opportunities

      • Mwrwan Abubakar, Nilupulee A. Gunathilake, William J. Buchanan, Brian O’Reilly
      Pages 171-190

  5. Back Matter

    Pages 191-192
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Other volumes

  1. Big Data Technologies and Applications

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the 13th International Conference on Big Data Technologies and Applications, BDTA 2023, held in Edinburgh, United Kingdom, in August 2023.
The 8 full papers and 3 short papers of BDTA 2023 were selected from 23 submissions and present new advances and research results in the fields of big data technologies, collection and storage, big data management and retrieval, big data mining and approaches.

Editors and Affiliations

  • Edinburgh Napier University, Edinburgh, UK

    Zhiyuan Tan

  • University of Bristol, Bristol, UK

    Yulei Wu

  • University of Technology Sydney, Sydney, Australia

    Min Xu

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