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Real-time pothole detection and multi-class classification for intelligent transportation systems using YOLOv8Potholes are among the most common and hazardous types of pavement defects, significantly impacting road safety, vehicle durability, and infrastructure maintenance costs. This study proposes an... Author: Tran Long Van, Vinh Nguyen The Keyword: Pothole detection YOLOv8 Computer vision Deep learning Autonomous vehicles Smart transportation
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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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Some theoretical issues on resource mobilization management for early childhood education development in the current contextTo implement the Education Development Strategy to 2030, with a vision to 2045, early childhood education requires substantial investment in human resources, infrastructure, and financial resources.... Author: Nam Le Hoai Keyword: Resource mobilization management early childhood education development education development strategy
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Some influences of Chinese literature on Vietnamese literatureThe development of Vietnamese literature has been characterized by a critical and selective absorption of the essence of world literature, with Chinese literature being particularly prominent. The... Author: Kim Vu Thi Ngoc Keyword: Vietnamese literature Chinese literature influence
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Developing a competency framework for learners - an effective solution for contemporary political theory training at the intermediate levelThe article argues that, amid innovation, international integration, and digital transformation, enhancing the quality of grassroots officials requires Intermediate Political Theory training to... Author: Long Tran Ba, Thanh Thanh Duong Thi Keyword: Competency framework political theory training competency-based approach.
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The plain of Jars - Xieng Khuang battlefield (Laos) during the years 1969-1972Laos holds a significant position on the Indochinese Peninsula and in the Southeast Asian region, and was one of the key hotspots of intense confrontation among major powers during the Cold War.... Author: Tuan Nguyen Văn Keyword: Plain of Jars - Xieng Khouang Laos Vietnam - Laos relations
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Innovating the management of higher education institutions in the context of university autonomy
This study addressed the challenges in managing higher education institutions (HEIs) in Vietnam amidst increasing autonomy. HEIs currently face limitations in financial dependence, ineffective human... Author: Hung Bui Văn Keyword: Innovation management sustainable development higher education university autonomy.
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Biological characteristics, mechanism of action and some strategies to increase NK cell biomassNatural killer (NK) cells are a critical component of the innate immune system, capable of recognizing and eliminating patho-gens without needing specific antigen presentation. Although NK cells have... Author: hương trần thanh Keyword: Cell Immunity Receptor Biomass Lympho
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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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Evaluation of data collection tree routing protocols for wireless sensor networksIn recent years, wireless sensor networks (WSNs) have garnered significant research attention due to their versatility in supporting a range of applications, including military surveillance,... Author: Khôi Do Huy Keyword: CTP Protocol routing in WSN WSN energy saving solution WSN performance CTP in mobile
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