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1

Improving the efficacy of network security based on dimensionality reduction techniques

This 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

2

Some solutions to improve the efficiency of managing internship activities of students majoring in General practitioner

Through theoretical and practical research methods, the author has made a preliminary assessment of the current state of organization, management, inspection and evaluation of internship activities of...

Author: Thanh Hien NGUYEN Thi

Keyword: general practitioner clinical practice efficiency management

3

Developing a medical device structures that support remote monitoring for cardiovascular patients

This article focuses on researching and developing a medical support device with functions to monitor various health parameters of patients directly or remotely, such as body temperature, heart rate,...

Author: Tran Hien Thi, Dao Hang Thi, Phi Pham Van

Keyword: Medical device body temperature heart rate blood Oxygen saturation IoT

4

Enhancing the quality of education for Lao students at Thai Nguyen University of Information and Communication Technology in the current context

In the context of the current “flat world,” developing countries like Laos, Cambodia, etc., need high-quality human resources in science and technology for their national economies. It is inevitable...

Author: Nguyen Phuong Thu, Nguyen Oanh Lan, Dung Nguyen Thi

Keyword: Training quality self-study self-learning skills International students overseas students

5

The relationship between seating position in the classroom and learning outcomes in the course “Computer networks"

The paper investigates the correlation between seating positions in the classroom and academic performance in the subject of Computer Networks, specifically focusing on students from the Faculty of...

Author: Dung Vu Viet, Mai Hoan Van, Do Luc Dinh

Keyword: Seating position learning outcomes education quality students classroom

6

Actual situation of selecting examination and assessment methods to enhance the quality of self-learning for the computer networking course

Teaching and learning under the credit-based system has become widespread in the higher education system of Vietnam. The assessment of learning outcomes through credit-based education not only relies...

Author: Dung Nguyen Thi, Nguyen Oanh Lan, Nguyen Phuong Thu, Mai Hoan Van, Vu Dung Viet, Do Luc Dinh

Keyword: Examination assessment self-learning process course effectiveness and training quality

7

Facial emotion recognition using deep learning technology

Recognizing emotions on human faces has always received attention and attraction from researchers. Along with the development of artificial intelligence, facial emotion recognition cameras are...

Author: Hoa Nguyen Thi Thu, Ngo Huu-Huy, Tuyen Giap Manh, Duong Nong Van, Oanh Nguyen Thi Kieu

Keyword: DeepFace Facial Emotion Recognition FER-2013 MTCNN VGG-Face

8

Building B-learning support materials for teaching Physics with environmental protection education

This 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

9

Overview of artificial intelligence applications in developing digital learning resources

Developing 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

10

Sentence representation using LSTM for finding question

Learning 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

Vinh University journal of science

Tạp chí khoa học Trường Đại học Vinh

ISSN: 1859 - 2228

Governing body: Vinh University

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License: 163/GP-BTTTT issued by the Minister of Information and Communications on May 10, 2023

Open Access License: Creative Commons CC BY NC 4.0

 

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Editor-in-Chief: Assoc. Prof., Dr. Tran Ba Tien
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Sub-Editor: Dr. Do Mai Trang
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