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1

An effective malware classification method based on byte-to-image transformation and integration of the vision transformer model

Malware classification is a critical problem in cybersecurity, characterized by numerous challenges due to the complexity and diversity of malware variants. In this study, we propose a novel approach...

Author: Thuy Nguyen Thi Thu, Linh Do Thi Hong, Ha Hoang Thi Hong, Cuc Pham Thi, Binh Pham Anh

Keyword: Malware Classification Vision Transformer (ViT) Bytecode Image Representation Deep Learning Self-Attention

2

Real-time pothole detection and multi-class classification for intelligent transportation systems using YOLOv8

Potholes are among the most common and hazardous types of pavement defects, significantly impacting road safety, vehicle durability, and infrastructure maintenance costs. This study proposes an...

Author: Tran Long Van, Vinh Nguyen The

Keyword: Pothole detection YOLOv8 Computer vision Deep learning Autonomous vehicles Smart transportation

3

Research on the possibility of transforming starch by oxidation and its application as materials for a green future

In the current global context, there is an increasing focus on environmentally friendly and safe solutions, and the exploitation of biodegradable resources is becoming extremely urgent. Research on...

Author: Lê Thị Mỹ Châu, Tuyet Dang Thi Anh, Tam Vo Thi My, Hòa Chu Thị Hiền, Lan Nguyen Thi, Trung Pham Dinh Nhat

Keyword: Shapeshifting green materials starch rice straws KMnO4

4

Study to build a goods arranging and classification system based on Internet of Things

In this paper, we focus on researching and building a system with the function of automatically classifying or classifying products assigned QR Code codes, applying Internet of Things technology and...

Author: Hiep L H

Keyword: QR Code Internet of Things LabVIEW Image processing Sensor

5

Scientific research oriented designing the teaching topics of STEM education in high schools

Teaching STEM topics with a research-oriented approach aims to guide students in outlining the process of a well-executed scientific research project. It helps students ignite their passion for...

Author: Bui Hong Van, Quynh Anh Pham Thi

Keyword: Research-Based Learning teaching the STEM topics design teaching artificial Intelligence Internet of Things

6

Traditional village self-governance institutions in the Thanh region: a study of the Hương Ước of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture, enacted in the fifth year of Minh Mệnh’s reign (1824)

Through a comprehensive analysis of the Hương ước (village convention) of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture - established in the 5th year of Minh Mệnh's reign...

Author: Mai Phuong Ngoc, Thái Trần Thị

Keyword: Self-governance village institutions Hương ước Thanh region Như Áng

7

BiDAF model in sentiment analysis task

Sentiment analysis is a critical job in natural language processing. Controlling and evaluating customer feedback on their goods is a task that companies are especially interested in. For reading...

Author: Huế Lương Thị Minh

Keyword: Natural language processing; LSTM; deep learning; machine learning; BiDAF.

8

Utilizing immune signatures for breast cancer subtyping in treatment approaches

Breast cancer, a prevalent form of cancer in women, presents various categories that pose challenges in defining specific treatment approaches. Immunohistochemistry, a combination of immunology and...

Author: An Nguyen Thi Giang

Keyword: Breast cancer; Immunohistochemistry; Her2/neu ER/PR.

9

Reality and solutions for managing conditions and facilities to support clinical internship activities of students majoring in General practitioner in Vinh city, Nghe An

Through theoretical and practical research methods, the author has made a preliminary assessment of the reality of the management of conditions and facilities to support clinical internship activities...

Author: Thanh Hien NGUYEN Thi

Keyword: general practitioner clinical practice efficiency management

10

Application of interactive teaching method in programming engineering course for students of the Faculty of Information Technology, University of Information and Communication Technology, Thai Nguyen University

Interactive teaching methods have been receiving attention in application to innovate teaching methods in education and training, especially in training human resources in technical fields. With the...

Author: Quy Duong Thi, Minh Trần Duy Minh Duy

Keyword: Teaching methods interactive teaching applictions programming techniques information technology

Vinh University journal of science

Tạp chí khoa học Trường Đại học Vinh

ISSN: 1859 - 2228

Governing body: Vinh University

  • Address: 182 Le Duan - Vinh City - Nghe An province
  • Phone: (+84) 238.3855.452 - Fax: (+84) 238.3855.269
  • Email: vinhuni@vinhuni.edu.vn
  • Website: https://vinhuni.edu.vn

 

License: 163/GP-BTTTT issued by the Minister of Information and Communications on May 10, 2023

Open Access License: Creative Commons CC BY NC 4.0

 

CONTACT

Editor-in-Chief: Assoc. Prof., Dr. Tran Ba Tien
Email: tientb@vinhuni.edu.vn

Deputy editor-in-chief: Assoc. Prof., Dr. Phan Van Tien
Email: vantienkxd@vinhuni.edu.vn

Sub-Editor: Dr. Do Mai Trang
Email: domaitrang@vinhuni.edu.vn

Editorial assistant: Msc. Le Tuan Dung, Msc. Phan The Hoa, Msc. Pham Thi Quynh Nga, Msc. Tran Thi Thai

  • Address: 4th Floor, Executive Building, No. 182, Le Duan street, Vinh city, Nghe An province.
  • Phone: (+84) 238-385-6700 | Hotline: (+84) 97-385-6700
  • Email: editors@vujs.vn
  • Website: https://vujs.vn

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