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A hybrid LightGBM-LSTM machine learning model for short-term water level forecasting in the Mekong River BasinAccurate 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
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Analyzing the impact of network failures on the routing performance of OSPF and EIGRPRouting 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
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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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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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Training students in Architecture in the digital and artificial intelligence age
Architecture is one of the technical fields with specific scientific, aesthetic, and social characteristics. The process of training in architecture is closely linked to technological development with... Author: Son Pham Hong Keyword: Architecture students digital age artificial intelligence parametric design modern architecture.
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Research on Heideltime with Vietnamese language processing and experimental application development and evaluationThis paper presents software development for searching and extracting temporal information from text to help users access and understand content from electronic documents stored on organizational... Author: Ha Dien Thi Hong Keyword: Text extraction natural language processing information ex-traction Vietnamese text HeidelTime
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TFC-MAL: application of Triplet Loss for malware detection based on image representationDetecting polymorphic and zero-day malware remains a significant challenge due to the high similarity in characteristics between malicious variants and benign files, which reduces the effectiveness of... Author: Mai Dang Thi, Hien Dinh Cong Keyword: Malware detection Image-based malware analysis deep learning Triplet Loss zero-day malware
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Proposing a criteria framework for assessing school culture in Vietnamese general education schools based on a theoretical and policy reviewSchool culture is a system of values, beliefs, and norms that shapes the perceptions and behaviors of school members, contributing to a safe and supportive school environment and supporting students’... Author: Hung Bui Văn Keyword: School culture school climate assessment framework general education
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Designing an exercise system for developing event organization skills among Early Childhood Education studentsThis article presents the results of a study on designing an exercise system to develop event and holiday organization skills among Early Childhood Education students. The study primarily employed... Author: Le Dao Thi Anh Keyword: Skill development early childhood education exercise system Early Childhood Education students
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Applying the POLC model to the management of short-term professional development for school teachers to meet the requirements of educational innovationIn the context of implementing the 2018 General Education Curriculum, short-term professional development for school teachers plays an important role in enhancing teachers’ professional competencies... Author: Bính Trinh Thi, Anh Le Thuc Keyword: POLC model short-term training management of training activities general education teachers
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