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Improving the efficacy of network security based on dimensionality reduction techniquesThis paper focuses on proposing a network intrusion detection model applying fundamental machine learning techniques to enhance early detection of network intrusions (rapid detection of attack... Author: Phuong Hoang Thi Keyword: Network attack DDoS machine learning deep learning dimensionality reduction
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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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SELF-DRIVING ROBOT CARS USING IMAGE PROCESSING AND DEEP LEARNING
In the field of image processing, recognition is one of the major challenges for researchers in recent years. The goal of recognition is to detect and extract features in images to classify samples... Author: Dương Đình Tú, Phan Xuan Hieu, Hoang Tuan Hiep Keyword: self-driving robot car; image processing; Convolutional Neural Network; deep learning.
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Description of the tadpoles of Leptobrachium chapaense (Bourret, 1937) in Pu Luong Nature Reserve, Thanh Hoa ProvinceThis study provides morphological data on the tadpoles of Leptobrachium chapaense (Bourret, 1937), based on specimens collected from the Pu Luong Nature Reserve (NR), Thanh Hoa Province, Vietnam. The... Author: Vinh Dau Quang, Hang Vi Thuy, Thao Hoang Ngoc Keyword: Tadpole metamorphosis Leptobrachium chapaense Pu Luong Nature Reserve
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Traditional village self-governance institutions in the Thanh region: a study of the Hương Ước of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture, enacted in the fifth year of Minh Mệnh’s reign (1824)Through a comprehensive analysis of the Hương ước (village convention) of Như Áng village, Tuần La canton, Ngọc Sơn district, Tĩnh Gia prefecture - established in the 5th year of Minh Mệnh's reign... Author: Mai Phuong Ngoc, Thái Trần Thị Keyword: Self-governance village institutions Hương ước Thanh region Như Áng
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Culture of ethnic minorities in the west of Nghe An in the current contextNghe An is a long-standing area inhabited by ethnic minorities such as: Thai, Tho, Hmong, Kho mu, O đu. It was in this land that the ethnic groups have together established villages, build “muong”,... Author: Thuan Bui Minh Keyword: Culture ethnic minorities Nghe An
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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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A study on machine learning-based approaches for early detection of Parkinson’s diseaseParkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by the gradual loss of dopaminergic neurons in the brain, leading to both motor and non-motor symptoms. This study... Author: Huong Tran Thi Keyword: Parkinson’s Disease Early Diagnosis Machine Learning XGBoost Random Forest Clinical Data Analysis
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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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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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