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1

Motor unit decomposition performance at reduced channels: a progressive FastICA-CKC hybrid approach

High-density surface electromyography (HD-sEMG) decomposition enables non-invasive investigation of motor unit behavior but is limited in clinical application by the need for high-density electrode...

Author: Dung Tran Ngoc, Son Pham Nam, Binh Do Khoa, Hieu Nguyen Le Cong, Hieu Nguyen Vu, Nam Le Hai

Keyword: Surface electromyography (sEMG) Motor unit decomposition Signal processing Multi-channel EMG

2

Assessing the clinical reliability of deep learning models in breast thermography: an exploratory study using explainable AI

Infrared thermography is a promising non-invasive modality for breast cancer screening. However, ensuring the clinical reliability of deep learning models under small-data conditions remains...

Author: Dung Tran Ngoc, Son Pham Nam, Binh Do Khoa, Nam Le Hai, Hoang Nguyen Minh, Hoc Pham Xuan

Keyword: breast cancer diagnosis infrared thermography deep learning Explainable AI (XAI) Clinical reliability Model interpretability

3

A study on GPS spoofing and jamming countermeasures to enhance reliability and security for UAVs in urban environments

Unmanned aerial vehicles (UAVs) rely heavily on the Global Positioning System (GPS) for navigation and control, making them vulnerable to attacks such as GPS spoofing and jamming, particularly in...

Author: Thuc Hoang Van, Cuong Doan Manh

Keyword: GPS spoofing GPS jamming unmanned aerial vehicles (UAVs) urban environments safety and reliability simulation-based analysis

4

A hybrid LightGBM-LSTM machine learning model for short-term water level forecasting in the Mekong River Basin

Accurate short-term forecasting of river water levels plays an important role in flood risk management and water resource planning. This study proposes a hybrid forecasting framework that integrates...

Author: Dũng Nguyễn Đình, Trinh Nguyen Hien

Keyword: Machine learning models Time series forecasting LightGBM LSTM Hybrid model Mekong river

5

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.

6

Current status of managing professional development activities for teachers in lower secondary schools in Dien Chau district, Nghe An province

This study was conducted to investigate the current status of managing professional capacity development activities for teachers in lower secondary schools in Dien Chau district, Nghe An province....

Author: Che Thi Hai Linh, Loi Le Xuan

Keyword: professional competence teachers lower secondary school.

7

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

8

Current status and measures for managing the assessment of learn-ing outcomes in colleges in Nghe An province

This article analyzes and evaluates the current status of managing the assessment of students' learning outcomes in colleges (within the vocational education sector) in Nghe An province. The survey...

Author: Hằng Nguyễn Hữu, Nguyen Nhu An

Keyword: Management of assessment activities learning outcomes colleges Nghe An province

9

Chemical compositions and cytotoxic activity of essential oils extracted from Hedychium coronarium J. Koenig grown in Vietnam

Hedychium coronarium, commonly known as white ginger lily (Zingiberaceae), is a native species in Asian forests. The plant has long been used as a traditional medicine for treating pain and...

Author: Hieu Tran Trung, Le Giang Duc, Quoc Nguyen Van, Chung Nguyen Thi, Chen Tran Van, Minh Le Duc

Keyword: Hedychium coronarium essential oil GC/MS SK-LU-1 cytotoxicity

10

Building a framework of criteria for assessing accountability implemen-tation results of public universities.

University autonomy is the most important feature of modern education and is associated with accountability. By implementing the autonomy mechanism associated with accountability, universities will...

Author: Pham Le Cuong, Pham Minh Hung

Keyword: University autonomy accountability public universities criteria evaluate

Vinh University journal of science

Tạp chí khoa học Trường Đại học Vinh

ISSN: 1859 - 2228

Governing body: Vinh University

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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

 

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Deputy editor-in-chief: Assoc. Prof., Dr. Phan Van Tien
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