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Improving performance for imbalanced data classification using oversampling and characteristics of each clusterThis paper proposes a method to enhance the effectiveness of classifying imbalanced data. The main contribution of the method is integrating the K-means clustering algorithm and the minority... Author: Phong Phan Anh, Thanh Le Van Keyword: Data Classification Imbalanced Data Oversampling K-Means SMOTE
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Building B-learning support materials for teaching Physics with environmental protection educationThis article presents the results of research on building learning materials in accordance with the requirements to be achieved of the thematic “Physics with Environmental Protection Education (PEPE)”... Author: HAI TUONG DUY, Thúy Tran Thanh, Anh Chu Ngoc, Chi Pham Khanh Keyword: Learning materials B-learning Physics environmental protection education
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Overview of artificial intelligence applications in developing digital learning resourcesDeveloping digital learning materials, especially video lectures, is becoming an important issue in education. The emergence of artificial intelligence (AI) has made the creation of videos easier... Author: Huế Lương Thị Minh, Vinh Nguyen The, Son Nguyen Kim, Viet Nguyen Van, Phuong Do Thi, Huong Duong Thuy Keyword: artificial intelligence video education materials prisma
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Using Infographics in organizing activities to explore Stone Carving (Non Nuoc Stone Village) to develop qualities in elementary studentsA new point in the 2018 General Education Program focuses on integrating national cultural education content into Social Science subjects and experiential activities. Using Infographics in teaching is... Author: Trang Dung Thi Phuong, Bùi Thuy Thu, Luu Khang Tang Phuc Keyword: cultural value experience activities infographic grade 4 primary
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Sentence representation using LSTM for finding questionLearning sentence representation with the full semantics of a document is a challenge in natural language processing problems because if the semantic representation vector of the sentence is suitable,... Author: Linh Dinh Khanh, Huy Tran Quang Keyword: LSTM NLPDeep learning QACQA learning sentence representation
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Improving the quality of party development among students in Dong Nai provinceThis article studies the reality of developing party members among students at universities and colleges in Dong Nai province. Reality shows that the Provincial Party Committee has always directed the... Author: ĐẢM NGUYỄN TIẾN Keyword: Party membership development; student; Dong Nai province.
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The current situation of student affairs management at public universities in the North Central RegionThe current situation of student affairs management at public universities in the North Central region has been analyzed and evaluated. The contents surveyed include: The need, contents, and factors... Author: Doan Minh Van, Thai Thanh Van Keyword: Student affairs management public university North Central region higher education
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Evaluating the impact of learning activities on quiz submission in online learning management system (LMS)With the rise of educational technology, the trend of online learning is gradually becoming popular. Quiz submissions are a crucial assessment activity on Learning Management ystems (LMS). This study... Author: Chuong Thai, Bang Truong Hai, Uyen Nguyen Thi, Thanh Nguyen Cong, Tran Sang Xuan Keyword: Data Mining in Education Online Learning Activities Online Assignment Submission
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Professional capacity development activities for primary school teachers to meet the 2018 General Education ProgramThe fourth year of the 2018 general education program has commenced at the primary education level. Nonetheless, theoretical and practical urgency regarding elementary school teachers' professional... Author: Phan Hiệp Thái Keyword: Professional capacity the 2018 General Education Program professional capacity development and professional capacity development activities of primary school teachers.
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Research on the design and fabrication of intravenous fluid monitoring devices applying Internet of Things technology
This paper focuses on the research and development of a medical device designed to monitor and supervise intravenous infusion for patients by leveraging Internet of Things (IoT) technologies. The... Author: Nguyen Thu Thi Keyword: Intravenous infusion medical devices monitoring control Internet of Things
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