STTContent
1

Application of ByteTrack and YOLOv10 models in solving the object tracking problem

This paper presents a real-time multi-object tracking system by integrating the YOLOv10 object detection model with the ByteTrack data association algorithm. In the proposed system, YOLOv10 provides...

Author: Tran Quy Quang

Keyword: hybrid model YOLO ByteTrack Object tracking Real-time

2

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

3

Analyzing the impact of network failures on the routing performance of OSPF and EIGRP

Routing reliability is essential for maintaining service continuity in enterprise IP networks, particularly under failure conditions. Among interior gateway protocols, Open Shortest Path First (OSPF)...

Author: Hoan Tran Quoc

Keyword: OSPF EIGRP Network failures Convergence time Routing performance

4

Context representation for LLM based code generation in visual studio: a systematic review

The rapid proliferation of large language models (LLMs) is creating new opportunities for automated code generation in integrated development environments (IDEs). However, the effectiveness of these...

Author: Nguyen Dung Thi, Doan Phuong Ngoc, Nguyen Phuong Thu, Nguyen Oanh Lan

Keyword: Context aware code generation Large Language Models Integrated Development Environments Systematic literature review PRISMA

5

Phishing email detection using temporal behavioral modeling and transformer architectures

This study addresses the challenge of effectively detecting phishing email campaigns that exhibit increasingly sophisticated and sequential behaviors. The primary objective is to develop a detection...

Author: Hien Dang Thi, Duyen Tran Thi

Keyword: Phishing detection email security temporal analysis transformer models multi-email sequence analysis BiLSTM urgency score suspicious score

6

Morphological characteristics of the population of the donkey croaker Pennahia aneus (Bloch, 1793) in the estuary and Coastal areas of Thanh Hoa province

This study was conducted in the coastal estuaries of Thanh Hoa Province from 2022 to 2025 to assess the diversity of species in the family Sciaenidae. Among the recorded species, the distribution of...

Author: Thao Hoang Ngoc

Keyword: Thanh Hoa estuary new record taxonomy morphological correlation

7

Proposing solutions to support the accounting of cutting tables used in garment manufacturing

Fabric cutting processes directly affect material costs; however, in many small and medium-sized garment enterprises, cutting plan management remains manual and experience-based, leading to...

Author: Oanh Ta Vu Thuc

Keyword: Fabric optimization Cutting table accounting Excel-based solution SME manufacturing garment industry

8

The role of storytelling in developing English listening comprehension skills of primary school students - a case study at Vo Thi Sau primary school in Dong Nai province

This study examines the role of storytelling in enhancing English listening comprehension skills among students at Vo Thi Sau Primary School. Using a case study approach, the research was conducted...

Author: Trịnh Tuyền Vũ Thanh

Keyword: Storytelling listening comprehension primary school students English as a foreign language

9

A result on the Σ-CS ring

Let 𝑅 be a ring such that 𝑅𝑅 = 𝑒1𝑅 ⊕ … ⊕ 𝑒𝑛𝑅 where each𝑒𝑖𝑅 is a uniform right ideal with finite composition length, and {𝑒𝑖 | 𝑖 = 1, … , 𝑛 } is a set of idempotents. We consider...

Author: An Le Van, Hong Nguyen Thi

Keyword: CS-module uniform module Sigma-CS ring Artinian ring QF ring

10

A proof of the factorial approximation via the exponential distribution

The factorial of a natural number n, denoted n!, is defined as the product of natural numbers from 1 to n. This is a familiar concept to students. Although this concept is defined simply, the function...

Author: Phan Tuyet Thi, Pham Dung Tien, Ho Duc Cong Manh, Nguyen Ha Hoang, Nguyen Trang Thi Thuy, Dang Tuan Viet

Keyword: Exponential distribution Gamma distribution factorial approximation

11

Artificial Intelligent applications in crop production: a comprehensive review

Global agriculture faces growing challenges from population growth, climate change, and resource scarcity, demanding innovative solutions for food security and sustainability. Artificial Intelligence...

Author: Nguyen Mai Thi Thanh

Keyword: Machine learning Artificial Intelligence (AI) Crop improvement Precision agriculture Resource optimization Agriculture sustainability.

12

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

13

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

14

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

15

Static analysis of gas turbine foundation using the KCC concrete model and MAT_003 steel model in LS-DYNA

This paper presents a finite element method (FEM) analysis of a gas turbine foundation using the Karagozian & Case Concrete (KCC) material model and the CONSTRAINED_LAGRANGE_IN_SOLID contact...

Author: Hao Cao Thi, Cuong Nguyen Huu

Keyword: KCC model MAT003 finite element method foundation behavior reinforced concrete

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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