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Intrusion detection in network systems using transformer based approachThe growing complexity of modern network infrastructures, driven by cloud computing, IoT, and 5G, poses significant challenges for traditional Intrusion Detection Systems (IDS), which often fail to... Author: Ngo Hoa Thi Keyword: Transformer Intrusion Detection Cybersecurity Network Traffic Deep Learning Anomaly Detection
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Machine learning-based methods for supporting fake news detectionIn the context of rapidly disseminating online information, fake news has emerged as a serious threat to information security and public trust. Traditional detection methods based on content analysis... Author: Anh Tran Thi Lan Keyword: Fake news detection hypergraph neural networks machine learning graph-based models HGFND
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Developing a product rating prediction model based on customer text feedback using machine learning algorithmsThis study focuses on predicting product rating scores from customer text feedback. This task combines the challenges of natural language processing (NLP) with the class imbalance phenomenon commonly... Author: Ha Dien Thi Hong Keyword: Product rating prediction customer text feedback natural language processing (NLP) machine learning models model performance evaluation
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Applying the station teaching method in teaching History and Geography for 4th gradeStation teaching is a flexible and interactive teaching method that emphasizes student activeness and cooperation. This article presents the process of applying station teaching in the subjects of... Author: Pham Dieu Linh Thi, Tran Thuy Linh Thi, Bui Linh Chi Thi Keyword: Primary education teaching methods station teaching active learning
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5
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The Ho dynasty’s war of resistance: causes of failure and reflections on popular supportThis article provides an overview of the Ho dynasty’s war of resistance against the Ming invasion. It analyzes the causes of its failure, emphasizing the decisive role of the factor of “popular... Author: Nhue Nguyen Duc Keyword: Hồ dynasty popular support reform resistance against the Minh.
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6
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METHOD OF MYTHIZATION AND THE DISCOVERY OF REALITY IN VIETNAMESE NOVELS FROM 1986 TO PRESENT
Vietnamese novels from 1986 have had many changes, artists have faced many opportunities and challenges. They have to search and innovate constantly to keep pace with the times and meet the needs of... Author: Thuy Nguyen Thi Keyword: the method of mythization; realistic; novel.
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English - medium instruction at a university in Vietnam: lecturers’ readiness, challenges, and training needsThe use of English as a Medium of Instruction (EMI) in teaching disciplinary subjects has become an inevitable trend in the internationalization of higher education. This study investigates lecturers’... Author: Tram Anh Pham Dang, Nguyen Le Thi, Ngo Linh Hong Thi Keyword: EMI use readiness challenges training needs
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Leadership Support and Well-Being among Early-Career Lecturers in Vietnamese Higher EducationThis study explores how perceived leadership support is experienced in relation to the well-being of early-career lecturers in Vietnamese higher education. Using a qualitative design, the study drew... Author: Oanh Oanh Doan Ngoc Tuyet Keyword: leadership support well-being early-career lecturers higher education Vietnam
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Functions of peer interaction in EMI classrooms: collaborative meaning-making for content understandingEnglish Medium Instruction (EMI) has become increasingly common in higher education as universities internationalize curricula and expand students’ access to global academic knowledge. However,... Author: Nguyen Linh Thuy Keyword: English Medium Instruction (EMI) peer interaction collaborative meaning-making content understanding translanguaging peer scaffolding
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Rethinking teacher education in the digital transformation era: evidence from Dong Nai University, VietnamThe rapid digitization of education has necessitated a paradigm shift in teacher preparation programs worldwide. Future educators are required not only to possess solid subject knowledge but also to... Author: Nguyen Loan Thi Keyword: Teacher education digital transformation educational technology Dong Nai University; future educators
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