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1

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

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

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

4

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

5

Lineage culture in traditional villages of Thanh region a case study of Hoang Loc village in the medieval period

Lineage, known as “dòng họ” in Vietnamese or “Tông tộc” in Han characters, symbolize the intricate familial and inter-familial relationships based on shared bloodlines. The proverb “within the...

Author: Mai Phuong Ngoc

Keyword: Lineage villages Thanh region Hoang Loc village

6

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

7

Description of the tadpoles of Leptobrachium chapaense (Bourret, 1937) in Pu Luong Nature Reserve, Thanh Hoa Province

This study provides morphological data on the tadpoles of Leptobrachium chapaense (Bourret, 1937), based on specimens collected from the Pu Luong Nature Reserve (NR), Thanh Hoa Province, Vietnam. The...

Author: Vinh Dau Quang, Hang Vi Thuy, Thao Hoang Ngoc

Keyword: Tadpole metamorphosis Leptobrachium chapaense Pu Luong Nature Reserve

8

Using convolutional neural network to diagnose diseases on mango leaves

The objective of this research is to apply Convolutional Neural Networks (CNNs) for the accurate identification of seven common diseases on mango leaves: Anthracnose, Bacterial Canker, Cutting Weevil,...

Author: Vo Toan Tan, Nguyen Thinh Duc

Keyword: Mango leaf diseases deep learning convolutional neural network (CNN) image classification plant disease detection

9

Labor resources and labor utilization in Vinh city, Nghe An province in the period 2012-2022

Labour resources and employment are top concerns in the socio-economic development strategies of every country and locality on the path of development. This article analyses and clarifies the current...

Author: Vân Phan Thị

Keyword: Labor resources labor use labor force labor quality

10

Building a STEM educational environment in teaching mathematics by exploiting mathematics functions in solving STEM problems in high school curriculum

STEM education is an educational model studied and tested in general education programs in recent years. In this study, we focus on analyzing the characteristics of the STEM edu-cation model, the...

Author: huan ngo hong

Keyword: Components of Mathematical Function STEM Problem Situation STEM Problem Solving STEM Educational Environment

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
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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

 

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

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