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1

Joint power control and spectrum access optimization in FANET via reinforcement learning

This paper studies joint power control and spectrum access in dynamic flying ad hoc networks (FANETs) under co-channel interference and adaptive jamming. We propose a graph neural network-aided...

Author: Dung Nguyen Thi

Keyword: FANET Multi-agent reinforcement learning Graph neural networks Anti-jamming Resource optimization

2

Trust-aware blockchain-assisted multi-agent DRL for secure and scalable routing in IoT-enabled MANETs

This paper proposes a trust-aware blockchain-assisted multi-agent deep reinforcement learning (MADRL) framework for secure and scalable routing in IoT-enabled Mobile Ad Hoc Networks (MANETs) under...

Author: Phuong Hoang Thi

Keyword: IoT networks Secure routing Blockchain Multi-agent deep reinforcement learning (MADRL) Double Deep Q-Network (DDQN)

3

Lightweight DAG-blockchain framework for trust management in edge-assisted VANETs

Highly dynamic topology and unreliable vehicular behaviors remain major challenges for blockchain-enabled trust management in Vehicular Ad Hoc Networks (VANETs). Conventional blockchain schemes often...

Author: Hang Dao Thi, Phi Pham Van, Hien Tran Thi

Keyword: VANET DAG Blockchain Trust management Edge-assisted networks Mobility-aware trust

4

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.

5

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

6

Vietnam's international integration policy during the renovation period (1986-2025)

International integration has been a significant policy and a consistent strategic direction of the Communist Party of Vietnam throughout the Doi Moi (Renovation) period (1986-2025). This represents a...

Author: Tuấn Nguyên Văn, Chuong Nguyễn Anh

Keyword: Policy integration international integration Vietnam

7

Developing digital competence through project-based learning in high school Informatics education

In the context of digital transformation in education, developing students’ digital competence through Informatics education has become increasingly important. However, classroom practice shows that...

Author: Tran Thi Kim Oanh, Huyen Nguyen Thi Thu, Ha Tran Thi, Thi Le Thi Minh, Chi Nguyen Thi Quynh, Thu Nguyen Thi Phuong

Keyword: Digital competence project-based learning informatics education 2018 General Education Curriculum rubric Circular No. 02/2025/TT-BGDĐT

8

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

9

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

10

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

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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