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Computational Data and Social Networks

12th International Conference, CSoNet 2023, Hanoi, Vietnam, December 11–13, 2023, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Minh Hoàng Hà

    1. National Economics University, Hanoi, Vietnam

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  2. Xingquan Zhu

    1. Florida Atlantic University, Boca Raton, USA

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    You can also search for this editor in PubMed   Google Scholar

  3. My T. Thai

    1. University of Florida, Gainesville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14479)

Included in the following conference series:

Conference proceedings info: CSoNet 2023.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xiv
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  2. Machine Learning and Prediction

    1. Front Matter

      Pages 1-1
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    2. An Approach Using Threshold-Based Noise Reduction and Fine-Tuned ShuffleNetV2 for Plant Leaf Disease Detection

      • Hai Thanh Nguyen, Phat Minh Nguyen, Quang Duy Tran, Phuong Ha Dang Bui
      Pages 3-14

    3. Enhancing Visual Question Answering with Generated Image Caption

      • Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam- Van Thi Nguyen, Duc-Trong Le
      Pages 15-26

    4. A Gaussian Distribution Labeling Method for Speech Quality Assessment

      • Minh Tu Le, Bao Thang Ta, Nhat Minh Le, Phi Le Nguyen, Van Hai Do
      Pages 27-38

    5. TextFocus: Efficient Multi-scale Detection for Arbitrary Scene Text

      • Do Quang Manh, Tran Minh Khoi, Duong Minh Hieu, Phan Duy Hung
      Pages 39-50

    6. Fake Face Recognition on Images Generated by Various Deepfakes Tools

      • Anh Bao Nguyen Le, Hien Thanh Thi Nguyen, Anh Kim Su, Hai Thanh Nguyen
      Pages 51-62

    7. Multi-scale Aggregation Network for Speech Emotion Recognition

      • An Dang, Ha My Linh, Duc-Quang Vu
      Pages 63-73

    8. ViEcomRec: A Dataset for Recommendation in Vietnamese E-Commerce

      • Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin
      Pages 74-82

    9. Untargeted Code Authorship Evasion with Seq2Seq Transformation

      • Soohyeon Choi, Rhongho Jang, DaeHun Nyang, David Mohaisen
      Pages 83-92

    10. Mining the Potential Temporal Features Based on Wearable EEG Signals for Driving State Analysis

      • Ling Wang, Fangjie Song, Tie Hua Zhou, Chunxu Yang, Wanlin Zhang
      Pages 93-101

    11. VN-Legal-KG: Vietnam Legal Knowledge Graph for Legal Statute Identification on Land Law Matters

      • Duc Nguyen, Thien Huynh, Thang Phung, Thu Bui, Phuong Thai, Long Huynh et al.
      Pages 102-110

    12. CombiGCN: An Effective GCN Model for Recommender System

      • Loc Tan Nguyen, Tin T. Tran
      Pages 111-119

    13. Unveiling Sentiments in Vietnamese Education Texts: Could Large Language Model GPT-3.5-turbo Beat PhoBERT?

      • Nguyen Ngoc Long, Ngo Doan Kien, Nguyen Thi Hong Hanh, Nguyen Thi Kieu Nhung, Nguyen Son Tung, Tuan Nguyen
      Pages 120-128

    14. Portfolio Construction Based on Time Series Clustering Method Evidence in the Vietnamese Stock Market

      • The Nguyen Manh, Hoan Bui Quoc
      Pages 129-137

    15. An Approach for Web Content Classification with FastText

      • Huong Hoang Luong, Lan Thu Thi Le, Hai Thanh Nguyen
      Pages 138-146

  3. Optimization

    1. Front Matter

      Pages 147-147
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    2. Continuous Length-Bounded Paths Interdiction

      • Raed Alharbi, Lan N. Nguyen, My T. Thai
      Pages 149-161

    3. A* Search Algorithm for an Optimal Investment Problem in Vehicle-Sharing Systems

      • Ba Luat Le, Layla Martin, Emrah Demir, Duc Minh Vu
      Pages 162-173

    4. The Matheuristic for Building Cost-Constrained Decision Trees with Multiple Condition Attributes

      • Hoang Giang Pham
      Pages 174-185
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About this book

This book constitutes the refereed conference proceedings of the 12th International Conference on Computational Data and Social Networks, CSoNet 2023, held in Hanoi, Vietnam, in December 2023.

The 23 full papers and 14 short papers presented in this book were carefully reviewed and selected from 64 submissions. The papers are divided into the following topical sections: machine learning and prediction; optimization; security and blockchain; and network analysis.

Editors and Affiliations

  • National Economics University, Hanoi, Vietnam

    Minh Hoàng Hà

  • Florida Atlantic University, Boca Raton, USA

    Xingquan Zhu

  • University of Florida, Gainesville, USA

    My T. Thai

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