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1

Intrusion detection in network systems using transformer based approach

The growing complexity of modern network infrastructures, driven by cloud computing, IoT, and 5G, poses significant challenges for traditional Intrusion Detection Systems (IDS), which often fail to...

Author: Ngo Hoa Thi

Keyword: Transformer Intrusion Detection Cybersecurity Network Traffic Deep Learning Anomaly Detection

2

Research on the application of multimedia modules based on SDG13 in enhancing the quality of sustainable development education

This study focuses on the development and application of a multimedia module based on Sustainable Development Goal 13 (SDG13) to enhance the quality of sustainable development (SD) education at the...

Author: Tung Nguyen Xuan, Minh Ngo Van, Linh Ngo Thuy, Bùi Dũng Trung

Keyword: Multimedia module sustainable development climate action higher education innovative learning.

3

Application of artificial intelligence in personalized feedback for secondary school students in Hanoi

This study examines the potential of artificial intelligence (AI) in delivering personalized feedback to lower secondary students in Hanoi. Using a mixed-methods approach that combines surveys and...

Author: Son Tran Ngoc, Trang Le Thi Huyen

Keyword: artificial intelligence learning feedback secondary school student; personalized

4

Rethinking teacher education in the digital transformation era: evidence from Dong Nai University, Vietnam

The rapid digitization of education has necessitated a paradigm shift in teacher preparation programs worldwide. Future educators are required not only to possess solid subject knowledge but also to...

Author: Nguyen Loan Thi

Keyword: Teacher education digital transformation educational technology Dong Nai University; future educators

5

English - medium instruction at a university in Vietnam: lecturers’ readiness, challenges, and training needs

The use of English as a Medium of Instruction (EMI) in teaching disciplinary subjects has become an inevitable trend in the internationalization of higher education. This study investigates lecturers’...

Author: Tram Anh Pham Dang, Nguyen Le Thi, Ngo Linh Hong Thi

Keyword: EMI use readiness challenges training needs

6

An Empirical Analysis of Code Complexity and Its Impact on Software Defect Density

This study investigates the relationship between software complexity metrics and defect density using five NASA-PROMISE datasets (JM1, CM1, KC1, KC2, and PC1). Five widely validated complexity...

Author: Hien Doan Thi Thuy

Keyword: Software defect prediction Software complexity metrics NASA-PROMISE Random Forest SMOTE Feature importance.

7

Enhancing students’ self-learning competence through flipped classroom integrated with active learning methods in high school Physics

This paper presents the design and implementation of teaching the topic “Projectile Motion” in the high school Physics curriculum using the flipped classroom model combined with active learning...

Author: Cong Nguen Thanh, Tran Thi Oanh Hong, Le Thi Anh Ngoc, Nguyen Thuy Thanh

Keyword: Flipped classroom active learning projectile motion self-learning competence Physics teaching.

8

Machine learning-based prediction of construction cost overruns using Random Forest

Cost overrun is a common issue in construction projects, significantly affecting investment efficiency and project management. As projects become increasingly complex, developing accurate predictive...

Author: Thu Nguyen Minh, Anh Nguyen Vu Minh, Lan Tran Ha, Ha Nguyen Trong

Keyword: Construction cost overrun Machine learning Random Forest SHAP Project cost prediction

9

Functions of peer interaction in EMI classrooms: collaborative meaning-making for content understanding

English Medium Instruction (EMI) has become increasingly common in higher education as universities internationalize curricula and expand students’ access to global academic knowledge. However,...

Author: Nguyen Linh Thuy

Keyword: English Medium Instruction (EMI) peer interaction collaborative meaning-making content understanding translanguaging peer scaffolding

10

An overview of Artificial Intelligence application trends in personalized foreign language learning

This study aims to identify trends in the use of artificial intelligence in foreign language learning, classify the major forms of AI technologies, and synthesize their effects on personalized...

Author: Nguyen Tuan Anh, Thao Nguyen Thi Thanh

Keyword: Artificial intelligence personalized learning foreign language learning chatbot adaptive learning.

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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