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Applying transformer architecture to enhance attack detection performance in intrusion detection systemsIntrusion Detection Systems (IDS) are crucial in safeguarding network security against increasingly sophisticated threats. In this study, we propose a Transformer-based intrusion detection model to... Author: Vu Phuong Thi, Ha Hoang Thi Hong, Truong Dinh Gia, Yen Tran Thi Keyword: Intrusion Detection Transformer UNSW-NB15 Cybersecurity Self-attention
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Some theoretical issues on resource mobilization management for early childhood education development in the current contextTo implement the Education Development Strategy to 2030, with a vision to 2045, early childhood education requires substantial investment in human resources, infrastructure, and financial resources.... Author: Nam Le Hoai Keyword: Resource mobilization management early childhood education development education development strategy
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Proposal for STEM education competency framework for Primary education university students according to CDIO approachIn the context of fundamental and comprehensive general education reform in Vietnam, STEM education competence among primary school teachers has become an urgent requirement to meet the demands of... Author: nhung Nguyễn thị phương Keyword: STEM education competencies primary teacher education CDIO framework primary school teachers
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Selecting suitable anti-browning agents for minimally processed potato technological processes
Minimal processing is a trend in modern processing technology that meets the evolving needs of society. The study determined the physicochemical properties of the potato raw materials used. Develop a... Author: Lê Thị Mỹ Châu Keyword: Minimal processing vegetable potato anti-browning agents.
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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
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A comprehensive review of generative artificial intelligence applications in data visualizationUsing natural language to generate visual representations of data (NL2VIS) is emerging as a promising research direction, driven by the rapid development of Generative AI (GenAI). Given the growing... Author: Huế Lương Thị Minh, Nguyễn Vịnh Thế Keyword: Artificial Intelligence (AI) Generative AI LLMs Visualization ChatGPT PRISMA
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Positioning and navigation techniques for autonomous vehicles using QR codeThis paper presents an autonomous vehicle system's design, development, and programming process utilizing QR code-based positioning and navigation technology. During system development, the STM32F407... Author: Nguyen Thu Thi Keyword: Autonomous Vehicle Positioning Navigation QR Code Microcontroller
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Internal quality assurance system development: current status and solutions to meet Vinh University’s strategic development objectives for 2022-2030, vision to 2045.This study assesses the current development and operation of the internal quality assurance (IQA) system at Vinh University within the framework of its strategic development plan for 2022-2030, with a... Author: Nga Dinh Thi, Yen Hoang Phan Hai Keyword: Quality assurance Internal quality assurance Quality management Higher education Vinh University
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Research on 3D object surface simulation techniques and virtual reality applications in teachingVirtual reality (VR) technology is now widely applied in various fields such as education, military, and medicine. Particularly in medical education, the application of VR in simulating human body... Author: Nguyễn Quyên Thị Keyword: Virtual reality 3D modelling respiratory system medical simulation
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Group conflicts during collaborative learning: perceptions of students at a university in VietnamCollaborative learning, widely used in universities, fosters essential skills like critical thinking and teamwork through knowledge sharing. However, group conflict can hinder this process. This study... Author: Nguyen Dang Thi Keyword: Group conflict collaborative learning student’s perceptions factors challenges.
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