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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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Homonymy-related errors: a case study among English majored sophomoresHomonymy is an essential feature of the English language. It often causes confusion and miscommunication for EFL learners. This study examines common difficulties second-year English majors at the... Author: Anh Anh Thị Kim, Nguyen Lien Phuong, Vo Linh Khanh, Nguyen Vy Thi Yen Keyword: Homonymy homonyms full homonyms; homophones homographs pronunciation errors spelling errors vocabulary learning language interference.
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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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Enhancing students’ self-learning competence through flipped classroom integrated with active learning methods in high school PhysicsThis paper presents the design and implementation of teaching the topic “Projectile Motion” in the high school Physics curriculum using the flipped classroom model combined with active learning... Author: Cong Nguen Thanh, Tran Thi Oanh Hong, Le Thi Anh Ngoc, Nguyen Thuy Thanh Keyword: Flipped classroom active learning projectile motion self-learning competence Physics teaching.
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Machine learning-based prediction of construction cost overruns using Random ForestCost overrun is a common issue in construction projects, significantly affecting investment efficiency and project management. As projects become increasingly complex, developing accurate predictive... Author: Thu Nguyen Minh, Anh Nguyen Vu Minh, Lan Tran Ha, Ha Nguyen Trong Keyword: Construction cost overrun Machine learning Random Forest SHAP Project cost prediction
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Leveraging the potential of sustainable tourism development in Đắk Lắk province within the “Highlands - Sea” linkage spaceThis study analyzes the potential and orientations for sustainable tourism development in Đắk Lắk Province in the context of expanding development space through the “Highlands - Sea” linkage model.... Author: Thinh Nguyen Tat Keyword: Sustainable tourism Dak Lak Central Highlands sea tourism regional linkage
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PDCA approach in quality management of lower secondary education: theoretical foundations and influencing factorsIn the context of general education reform, quality management in lower secondary schools requires a systematic and continuous improvement-oriented approach. This paper clarifies the theoretical... Author: Van Nguyen Thi Thanh, Thanh Thai Van Keyword: educational quality management lower secondary education PDCA continuous improvement influencing factors
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Validation of multidimensional engagement questionnaire in EFL reading tasksStudent engagement is widely recognized as a multidimensional construct; however, validated instruments that capture engagement within specific language-task contexts remain limited. Grounded in... Author: Ngoc Nguyen Thi Minh, Tran Tien Ba Keyword: Student engagement reading tasks questionnaire validation exploratory factor analysis confirmatory factor analysis EFL.
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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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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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