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Applying the flipped classroom model to enhance the effectiveness and quality of teaching the “Database fundamentals” course at the University of Information and Communication Technology, Thai Nguyen UniversityThe article presents the process of applying the Flipped classroom model alongside traditional teaching methods during the teaching of the Database fundamentals course at the Thai Nguyen University of... Author: Trang Le Thu Keyword: Flipped Classroom teaching Model database Thai Nguyen University of Information and Communication Technology
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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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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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