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Intelligent Systems and Data Science

First International Conference, ISDS 2023, Can Tho, Vietnam, November 11–12, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2024

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Editors:
  1. Nguyen Thai-Nghe

    1. Can Tho University, Can Tho, Vietnam

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  2. Thanh-Nghi Do

    1. Can Tho University, Can Tho, Vietnam

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    You can also search for this editor in PubMed   Google Scholar

  3. Peter Haddawy

    1. Mahidol University, Salaya, Thailand

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1950)

Included in the following conference series:

Conference proceedings info: ISDS 2023.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Applied Intelligent Systems and Data Science for Agriculture, Aquaculture, and Biomedicine

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Towards Automatic Internal Quality Grading of Mud Crabs: A Preliminary Study on Spectrometric Analysis

      • Nhut-Thanh Tran, Hai-Dang Vo, Chi-Thinh Ngo, Quoc-Huy Nguyen, Masayuki Fukuzawa
      Pages 3-14

    3. Deep Learning for Detection and Classification of Nuclear Protein in Breast Cancer Tissue

      • Thuong-Cang Phan, Anh-Cang Phan, Thi-My-Tien Le, Thanh-Ngoan Trieu
      Pages 15-28

    4. Ensemble Learning with SVM for High-Dimensional Gene Expression Data

      • Thanh-Nghi Do, Minh-Thu Tran-Nguyen
      Pages 29-40

    5. A New Integrated Medical-Image Processing System with High Clinical Applicability for Effective Dataset Preparation in ML-Based Diagnosis

      • Kotori Harada, Takahiro Yoshimoto, Nam Phong Duong, My N. Nguyen, Yoshihiro Sowa, Masayuki Fukuzawa
      Pages 41-50

    6. An Intelligent Polarimetric System for High-Throughput and High-Sensitivity Quality Assessment of Commercial Semiconductor Wafers

      • Shun Setomura, Nao Arai, Yuta Kimura, Masayuki Fukuzawa
      Pages 51-59

  3. Big Data, IoT, and Cloud Computing

    1. Front Matter

      Pages 61-61
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    2. Strengthening Information Security Through Zero Trust Architecture: A Case Study in South Korea

      • H. H. Nguyen, Yeram Lim, Minhui Seo, Yunyoung Jung, Minji Kim, Wonhyung Park
      Pages 63-77

    3. An AIoT Device for Raising Awareness About Trash Classification at Source

      • Ngoc-Sang Vo, Ngoc-Thanh-Xuan Nguyen, Gia-Phat Le, Lam-Tam-Nhu Nguyen, Ho Tri Khang, Tien-Phat Tran et al.
      Pages 78-90

    4. A Big Data Approach for Customer Behavior Analysis in Telecommunication Industry

      • Hong-Phuc Vo, Khoa-Gia-Cat Nguyen, Kim-Loc Nguyen, Thanh-Van Le
      Pages 91-105

    5. An Efficient Cryptographic Accelerators for IoT System Based on Elliptic Curve Digital Signature

      • Huu-Thuan Huynh, Tan-Phat Dang, Trong-Thuc Hoang, Cong-Kha Pham, Tuan-Kiet Tran
      Pages 106-118

    6. Improved Gene Expression Classification Through Multi-class Support Vector Machines Feature Selection

      • Thanh-Nghi Do, Minh-Thu Tran-Nguyen
      Pages 119-130

  4. Deep Learning and Natural Language Processing

    1. Front Matter

      Pages 131-131
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    2. Transliterating Nom Script into Vietnamese National Script Using Multilingual Neural Machine Translation

      • Phat Hung, Long Nguyen, Dien Dinh
      Pages 133-147

    3. FDPS: A YOLO-Based Framework for Fire Detection and Prevention

      • Tan Duy Le, Huynh Phuong Thanh Nguyen, Duc Tri Tran, An Mai, Kha Tu Huynh, Sinh Van Nguyen
      Pages 148-160

    4. Application of Swin Transformer Model to Retrieve and Classify Endoscopic Images

      • Ngo Duc Luu, Vo Thai Anh
      Pages 161-173

    5. Face Emotion Using Deep Learning

      • Chien D. C. Ta, Nguyen Thanh Thai
      Pages 174-184

    6. The Efficiency of Japanese Character Classification by Attention Mechanism

      • Phuc Van Nguyen, Minh Hoang Le, Bao Khanh Duong, Thanh Hien Le Nguyen, Duc Vinh Vo
      Pages 185-193

    7. Using Deep Learning to Build a Chatbot Supporting the Promotion of Speciality Dishes in Mekong Delta

      • Quoc-Khang Tran, Nguyen-Khang Pham
      Pages 194-203
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Other volumes

  1. Intelligent Systems and Data Science

  2. Intelligent Systems and Data Science

Keywords

About this book

This two-volume set constitutes the refereed proceedings of the First International Conference on Intelligent Systems and Data Science, ISDS 2023, held in Can Tho, Vietnam, in November 2023.

The 35 full papers and 13 short papers presented were thoroughly reviewed and selected from 123 submissions. They are organized in the following topical sections: ​applied intelligent systems and data science for agriculture, aquaculture, and biomedicine; big data, IoT, and cloud computing; deep learning and natural language processing; intelligent systems.

Editors and Affiliations

  • Can Tho University, Can Tho, Vietnam

    Nguyen Thai-Nghe, Thanh-Nghi Do

  • Mahidol University, Salaya, Thailand

    Peter Haddawy

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