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1

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.

2

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

3

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

4

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

5

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

6

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

7

An overview of quantum resistance digital signatures based on hash functions

Facing the challenge of developing quantum computers, quantum-resistant digital signature algorithms have been developed based on hash functions and have received the attention of many scientists....

Author: Do Bac Thi, Khit Bounsaveng

Keyword: Quantum-resistant Digital signature Hash function Information security Cryptography

8

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

9

Some theoretical issues in developing school governance competency for primary school principals

Primary school principals play a crucial role as individuals re-sponsible for managing educational activities and ensuring teach-ing and learning quality. In the context of ongoing reforms to the...

Author: Bui Thanh Thi

Keyword: Governance School governance School governance capacity Developing school governance capacity Primary school principal

10

Personalized programming study plans in higher education powered by artificial intelligence

This study introduces a system designed to support learning programming with artificial intelligence (AI) applications, aiming to personalize the learning path for university students. The system can...

Author: Bao Vo Quoc, Duy Nguyen Khanh, Tam Nguyen Thi Minh, Son Cao Thanh

Keyword: Personalized study plans Programming education Artificial Intelligence AI-driven personalized learning Adaptive feedback learning analytics

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

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