Scientific Articles

Scientific contents are researched and published nationally and internationally at national/regional scientific conferences (CICT-CTU,...), national science (@/VNICT, FAIR,...), international scientific conferences (RIVF, KSE, FDSE, ...), domestic journals (Scientific Journal of Can Tho University, Journal of Informatics and Cybernetics, Journal of Information Technology).information & communication,...) and international journals (SN Computer Science, IEEE Access, ...).

2022

1. Nguyễn Chí Ngôn, Trương Minh Thái, Lương Vinh Quốc Danh, Nguyễn Thái Nghe, Nguyễn Hồng Phúc, Nguyễn Thắng Lợi, Huỳnh Xuân Hiệp, Nguyễn Đỗ Quỳnh, Nguyễn Hữu Hòa, Trương Chí Thành, Nguyễn Văn Khải, Takeo Matsubara, Hiroaki Muraoka, Kunio Doi, Kazunori Sawamoto Ứng dụng công nghệ trong nông nghiệp. Nông Nghiệp Đồng bằng sông Cửu Long Hiện trạng và Định hướng phát triển (Số Nguyễn Thanh Phương). 321-368. 2022

2. Hồ Thanh Thâm, Phan Huy Cường, Lâm Hoài Bảo Xây dựng từ điển thuật ngữ chuyên ngành Chăn nuôi - Thú y Anh Việt. Khoa học Kỹ thuật Chăn nuôi (Số 280). 53-59. 2022

3. Trương Chí Quang, Alexis Drogoul, Benoit Gaudou, Patrick Taillandier, Huỳnh Quang Nghi, Arthur Brugiere, Ha Nguyen Thi Thu, Philip Minderhoud, Etienne Espagne LUCAS-GEMMES: Integrated dynamics of adaptation strategies in the Vietnamese Mekong Delta. The Mekong Delta Emergency Climate and Environmental Adaptation Strategies to 2050 (Số In Woillez, M.-N. and Espagne, E.). 207-239. 2022

4. Ngô Bá Hùng, Trần Chí Nguyện Improving Data Analytic Performance in Health Information System with Big Data Technology. Lecture Notes in Computer Science (Số Health Information Science 11th International Conference, HIS 2022 Virtual Event, October 28–30, 2022 Proceedings). 157–164. 2022

5. Nguyễn Thanh Hải, Quyen Thuc Quach, Chi Le Hoang Tran, Hương Hoàng Luong Deep Learning Architectures Extended from Transfer Learning for Classification of Rice Leaf Diseases. Lecture Notes in Computer Science (Số Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang). 785–796. 2022

6. Nguyễn Tí Hon, Đỗ Thanh Nghị Extractive Text Summarization on Large-scale Dataset Using K-Means Clustering. Lecture Notes in Computer Science (Số In Hamido Fujita • Philippe Fournier-Viger • Moonis Ali • Yinglin Wang). 737-746. 2022

7. Marcin Jodłowiec, Adriana Albu, Krzysztof Wołk, Nguyễn Thái Nghe, Adrian Karasi´ nski Layer-Wise Optimization of Contextual Neural Networks with Dynamic Field of Aggregation. Intelligent Information and Database Systems (Số Ngoc Thanh Nguyen, Tien Khoa Tran, Ualsher Tukayev, Tzung-Pei Hong, Bogdan Trawi´nski, Edward Szczerbicki). 302-312. 2022

8. Nguyễn Văn Bình, Nguyễn Thái Nghe Cardiovascular Disease Detection on X-Ray Images with Transfer Learning. Lecture Notes in Computer Science (Số Hamido Fujita Philippe Fournier-Viger Moonis Ali Yinglin Wang (Eds.)). 173-183. 2022

9. Đỗ Thanh Nghị, Trần Nguyễn Minh Thư ImageNet Challenging Classification with the Raspberry Pis: A Federated Learning Algorithm of Local Stochastic Gradient Descent Models. Communications in Computer and Information Science (Số Tran Khanh Dang•Josef Küng•Tai M. Chung). 131-144. 2022

10. Nguyễn Thái Nghe, Nguyễn Thanh Hải, Trần Thanh Điện Recommendations in E-Commerce Systems Based on Deep Matrix Factorization. Future Data and Security Engineering Big Data, Security and Privacy, Smart City and Industry 4.0 Applications (Số Tran Khanh Dang, Josef Küng, and Tai M. Chung). 419-431. 2022

11. Trần Công Án, Ngô Hữu Trọng, Nguyễn Thanh Hải Social Distancing Violation Detection in Video Using ChessBoard and Bird’s-eye Perspective. Communications in Computer and Information Science (Số 1688). 462-476. 2022

12. Lâm Nhựt Khang, Vinh Phuoc Mai, Gia-Binh Quach Dang, Quoc-Bao Hong Ngo, Nhat-Hao Quan Huynh, Mai Phuc Lieu, Jugal Kalita A Drowsiness Detection System Based on Eye Landmarks Using IoT. Communications in Computer and Information Science (Số Tran Khanh Dang, Josef Küng, Tai M. Chung). 714-722. 2022

13. Lâm Nhựt Khang, Vu-Luan Le Tran, Jugal Kalita Text Classification Models and Topic Models: An Overall Picture and a Case Study in Vietnamese. Communications in Computer and Information Science (Số Tran Khanh Dang, Josef Küng, Tai M. Chung). 377-392. 2022

14. Nguyễn Thanh Hải, Lê Duy Anh, Nguyễn Thái Nghe, Trần Thanh Điện An Approach for Similarity Vietnamese Documents Detection from English Documents. Communications in Computer and Information Science (Số Tran Khanh Dang, Josef Küng, Tai M. Chung). 574–587. 2022

15. Nguyễn Thanh Hải, Chi Le Hoang Tran, Huong Hoang Luong Mobility Prediction on a Location-Based Social Network Using K Latest Movements of Friends. Lecture Notes in Networks and Systems (Số Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen). 279–286. 2022

16. Nguyễn Thanh Hải, Linh Thuy Thi Pham, , Truc Thuy Nguyen Mai, Võ Ngọc Kiều Trinh Letter Recognition in Hand Sign Language with VGG-16. Lecture Notes in Networks and Systems book series (Số Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen). 410–417. 2022

17. Nguyễn Thanh Hải, Ngan Kim Thi Nguyen, Chi Le Hoang Tran, Lương Hoàng Hướng Effects Evaluation of Data Augmentation Techniques on Common Seafood Types Classification Tasks. Studies in Computational Intelligence (Số Nguyen Hoang Phuong, Vladik Kreinovich). 213–223. 2022

18. Nguyễn Thanh Hải, Lương Hoàng Hướng, Tan Ha Ngoc Kien, Nghia Trong Le Phan, Thuan Minh Dang, Tin Tri Duong, Tong Duc Nguyen, Toai Cong Dinh Brain Tumors Detection on MRI Images with K-means Clustering and Residual Networks. Communications in Computer and Information Science (Số Costin Bădică, Jan Treur, Djamal Benslimane, Bogumiła Hnatkowska, Marek Krótkiewicz). 317–329. 2022

19. Nguyễn Thanh Hải, Lương Hoàng Hướng, Trong Thanh Tran, Ngoc Van Nguyen, Khoi Dinh Nguyen Enhancing Inflammatory Bowel Disease Diagnosis Performance Using Chi-Squared Algorithm on Metagenomic Data. Lecture Notes in Networks and Systems (Số Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen). 669–678. 2022

20. Nguyễn Thanh Hải, Tan Nguyen Lam Thanh, Tai Le Ngoc, Lê Duy Anh, Trần Thanh Điện Evaluation on Noise Reduction in Subtitle Generator for Videos. Lecture Notes in Networks and Systems book series (Số Leonard Barolli). 140–150. 2022

21. Nguyễn Thanh Hải, Thu Anh Thi Nguyen, Khanh Kim Nguyen, Chi Le Hoang Tran, Thai Minh Phan Le, Phạm Thị Ngọc Diễm, Trần Thanh Điền Clothing Recognition Using Transfer Learning and Segmentation Techniques. Lecture Notes in Networks and Systems book series (Số Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen). 437–444. 2022

22. Nguyễn Thanh Hải, Trinh Kieu Nguyen, Minh Tri Pham, Chi Le Hoang Tran, Trần Thanh Điện, Nguyễn Thái Nghe Similar Vietnamese Document Detection in Online Assignment Submission System. Studies in Computational Intelligence (Số Nguyen Hoang Phuong, Vladik Kreinovich). 251–264. 2022

23. Duy Thuy Thi Nguyen, Nguyễn Thanh Hải Image Caption Generator with a Combination Between Convolutional Neural Network and Long Short-Term Memory. Studies in Computational Intelligence (Số Nguyen Hoang Phuong, Vladik Kreinovich). 225–238. 2022

24. Ha Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, Huỳnh Ngọc Tuyết, Phan Tấn Tài, Nguyễn Thanh Hải Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning Architectures. Communications in Computer and Information Science (Số Tran Khanh Dang, Josef Küng, Tai M. Chung). 447–461. 2022

25. Huong Hoang Luong, Nguyễn Thanh Hải, Lan Thu Thi Le, Vinh Quoc Hua, Khang Vu Nguyen, Thinh Nguyen Phuc Bach, Tu Ngoc Anh Nguyen, Hien Tran Quang Nguyen Transfer Learning with Fine-Tuning on MobileNet and GRAD-CAM for Bones Abnormalities Diagnosis. Lecture Notes in Networks and Systems book series (Số Leonard Barolli). 171–179. 2022

26. Huong Hoang Luong, Phong Cao Nguyen, Nguyễn Thanh Hải Disease Diagnosis Based on Symptoms Description. Studies in Computational Intelligence (Số Nguyen Hoang Phuong, Vladik Kreinovich). 179–190. 2022

27. Huong Hoang Luong, Trong Thanh Tran, Ngoc Van Nguyen, An Duc Le, Huyen Thi Thanh Nguyen, Khoi Dinh Nguyen, Nghi Cong Tran, Nguyễn Thanh Hải Feature Selection Using Correlation Matrix on Metagenomic Data with Pearson Enhancing Inflammatory Bowel Disease Prediction. Lecture Notes in Electrical Engineering (Số Rosdiazli Ibrahim, K. Porkumaran, Ramani Kannan, Nursyarizal Mohd Nor, S. Prabakar). 1073–1084. 2022

28. Huỳnh Thanh Dư, Maciej Huk, Nguyễn Hùng Dũng, Nguyễn Thái Nghe An Attendance Checking System on Mobile Devices Using Transfer Learning. Frontiers in Artificial Intelligence and Applications (Số Hamido Fujita, Yutaka Watanobe, Takuya Azumi). 499-506. 2022

29. Linh Thuy Thi Pham, Nguyễn Thanh Hải, Tan Phuc Nhan Bui, Ngoc Cam Thi Tran, Khoi Tuan Huynh Nguyen, Huong Hoang Luong Remote Medical Assistance Vehicle in Covid-19 Quarantine Areas: A Case Study in Vietnam. Lecture Notes in Networks and Systems (Số Leonard Barolli). 59–70. 2022

30. Linh Thuy Thi Pham, Khoa Thanh Nguyen, Duyen Thuy Dao, Nguyễn Thanh Hải, Huong Hoang Luong, Nhan Trong Pham Van Intelligent Helmet Supporting Visually Impaired People Using Obstacle Detection and Communication Techniques. Lecture Notes in Networks and Systems (Số Leonard Barolli). 120–131. 2022

31. Mai Truc Lam Nguyen, Nguyễn Thanh Hải Clothing Classification Using Shallow Convolutional Neural Networks. Studies in Computational Intelligence (Số Nguyen Hoang Phuong, Vladik Kreinovich). 239–250. 2022

32. Ngan-Khanh Chau, Zied Bouraoui, Đỗ Thanh Nghị, Mã Trường Thành A Vietnamese Festival Preservation Application. Lecture Notes in Networks and Systems (Số In Abrar Ullah • Sajid Anwar • Álvaro Rocha • Steve Gill). 449–460. 2022

33. Yen Nhi K. Phan, Nguyễn Thanh Hải Binning on Metagenomic Data for Disease Prediction Using Linear Discriminant Analysis and K-Means. Lecture Notes in Networks and Systems (Số Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen). 402–409. 2022

34. Phạm Hồng Sang, Nguyễn Thái Nghe A Session-Based Recommender System for Learning Resources. Future Data and Security Engineering Big Data, Security and Privacy, Smart City and Industry 4.0 Applications (Số Tran Khanh Dang, Josef Küng, and Tai M. Chung). 706-713. 2022

35. Vũ Lê Quỳnh Phương, Trần Nguyễn Minh Thư, Phạm Nguyên Khang, Nguyễn Việt Đông Combine classification algorithm and Centernet model to predict trafic density. Communications in Computer and Information Science (Số In Tran Khanh Dang • Josef Küng • Tai M. Chung (Eds.)). 588-600. 2022

36. Lâm Chí Nguyện, Nguyễn Võ Châu Ngân, Huỳnh Xuân Hiệp, Nguyễn Đỗ Quỳnh, Simona Niculescu A Random Forest Approach for Evaluating Forest Cover Changes Outside Dikes with Sentinel Images. European Spatial Data for Coastal and Marine Remote Sensing (Số In: Simona Niculescu). 133–147. 2022

37. Nguyễn Thái Nghe, Ngô Thanh Trí, Nguyễn Hữu Hòa Deep Learning for Rice Leaf Disease Detection in Smart Agriculture. Artificial Intelligence in Data and Big Data Processing (Số Ngoc Hoang Thanh Dang, Yu-Dong Zhang, João Manuel R. S. Tavares, Bo-Hao Chen). 659-670. 2022

38. Lâm Nhựt Khang, Tuong Thanh Do, Nguyet-Hue Thi Pham, Jugal Kalita Vietnamese Text Summarization Based on Neural Network Models. Lecture Notes on Data Engineering and Communications Technologies (Số 124). 85-96. 2022

39. Phạm Thị Xuân Diễm, Binh Tran, Su Nguyen, Damminda Alahakoon Fairness Aware Swarm-based Machine Learning for Data Streams. 35th Australasian Joint Conference on Artificial Intelligence, Perth, Australia, 2022. 205-219. 2022

40. Kha Quang Hiền, Hồ Quang Thái, Lê Nguyễn Quốc Khánh Identifying SNARE Proteins Using an Alignment-Free Method Based on Multiscan Convolutional Neural Network and PSSM Profiles. Journal of Chemical Information and Modeling (Số 62 (19), 4820-4826). 4820-4826. 2022

41. Lê Nguyễn Quốc Khánh, Hồ Quang Thái Deep transformers and convolutional neural network in identifying DNA N6-methyladenine sites in cross-species genomes. Methods (Số 204). 199-206. 2022

42. Đỗ Thanh Nghị, Van-Thanh Le, Thi-Huong Doan SVM on Top of Deep Networks for Covid-19 Detection from Chest X-ray Images. Journal of information and communication convergence engineering (Số 20). 219-225. 2022

43. Phan Thượng Cang, Phan Anh Cang, Cao Hùng Phi, Triệu Thanh Ngoan Content-Based Video Big Data Retrieval with Extensive Features and Deep Learning. Applied Sciences (Số 12). 1-26. 2022

44. Nguyễn Thanh Hải, Lương Hoàng Hướng, Phat Tan Phan, Hung Huy Duc Nguyen, Duong Ly, Duc Minh Phan, Tin Trung Do HS-UNET-ID: An approach for human skin classification integrating between UNET and improved dense convolutional network. International Journal of Imaging Systems and Technology (Số 32). 1832-1845. 2022

45. Phan Anh Cang, Phan Thượng Cang, Triệu Thanh Ngoan A Systematic Approach to Healthcare Knowledge Management Systems in the Era of Big Data and Artificial Intelligence. Applied Sciences (Số 12). 1-18. 2022

46. Phan Anh Cang, Phan Thượng Cang, Cao Hùng Phi, Triệu Thanh Ngoan Comparative Analysis of Skew-Join Strategies for Large-Scale Datasets with MapReduce and Spark. Applied Sciences (Số 12). 1-22. 2022

47. Lê Nguyễn Quốc Khánh, Hồ Quang Thái, Nguyễn Văn Núi, Jung Su Chang BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection. Computational Biology and Chemistry (Số 99:107732). . 2022

48. Huỳnh Xuân Hiệp, Nguyen Van Long, Đàm Quang Viễn, Phan Quốc Nghĩa A Lasso-based Collaborative Filtering Recommendation Model. International Journal of Advanced Computer Science and Applications (Số 13). 509-514. 2022

49. Đỗ Thanh Nghị Incremental and parallel proximal SVM algorithm tailored on the Jetson Nano for the ImageNet challenge. International Journal of Web Information Systems (Số 18). 137-155. 2022

50. Trần Thanh Điện, Nguyễn Thái Nghe, Nguyễn Thanh Hải An approach for learning resource recommendation using deep matrix factorization. Journal of Information and Telecommunication (Số 6). 381-398. 2022

51. Lâm Nhựt Khang, Jugal Kalita Constructing Vietnamese WordNet: A Case Study. Computacion y Sistemas (Số 26). 1313–1322. 2022

52. Nguyễn Minh Khiêm, Trần Ngọc Hải, Vũ Ngọc Út, Đặng Thị Hoàng Oanh, Yuki Takahashi, Hiroki Yasuma, Nobuo Kimura Use of GIS and machine learning to predict disease in shrimp farmed on the east coast of the Mekong Delta, Vietnam. Fisheries Science (Số 88). 1-13. 2022

53. Phan Anh Cang, Cao Hùng Phi, Lê Thị Ngưu Huỳnh, Triệu Thanh Ngoan, Phan Thượng Cang Improving liver lesions classification on CT/MRI images based on Hounsfield Units attenuation and deep learning. Gene Expression Patterns (Số 47). 1-16. 2022

54. Tran Thi Cam Tu, Phan Phương Lan, Huỳnh Xuân Hiệp Energy-based Collaborative Filtering Recommendation. International Journal of Advanced Computer Science and Applications (Số 13). 557-562. 2022

55. Phan Thượng Cang, Phan Anh Cang, Trần Thị Kim Ngân, Triệu Thanh Ngoan Covid-19 Detection Based on Lung Lesion Signs in Big Data Processing Environment. Communications in Computer and Information Science (Số 1688). 145-160. 2022

56. Phan Thượng Cang, Phan Anh Cang, Trần Quốc Thịnh, Triệu Thanh Ngoan Lung Lesions Segmentation and Classification with Deep Neural Networks. Communications in Computer and Information Science (Số 1688). 653-664. 2022

57. Trần Công Án, Hồ Thị Lài, Nguyễn Thanh Hải Information Extraction from Invoices by using a Graph Convolutional Neural Network: A Case Study of Vietnamese Stores. IEIE Transactions on Smart Processing & Computing (Số 11). 316-323. 2022

58. Trần Hoàng Việt, Trần Minh Khôi, Đặng Hiếu Nghĩa, Nguyễn Hoàng Việt Monitoring Employees Entering and Leaving the Office with Deep Learning Algorithms. Lecture Notes on Data Engineering and Communications Technologies (Số 124). 641–658. 2022

59. Nguyễn Minh Khiêm, Trần Ngọc Hải, Khưu Thị Phương Đông, Yuki Takahashi, Hiroki Yasuma, Nobuo Kimura A novel machine learning approach to predict the export price of seafood products based on competitive information: The case of the export of Vietnamese shrimp to the US market. PLoS ONE (Số 17). . 2022

60. Nguyễn Thanh Hải, Linh Ngoc Le, Vo Minh Trang, Phạm Thị Ngọc Diễm, Trần Thanh Điền Breast Ultrasound Image Classification Using EfficientNetV2 and Shallow Neural Network Architectures. Lecture Notes in Networks and Systems book series (Số Leonard Barolli). 130–142. 2022

61. Nguyễn Hữu Hòa, Đặng Quách Gia Bình, Do Yeong Kim, Young Namgoong, Si Choon Noh Three Steps Polyalphabetic Substitution Cipher Practice Model using Vigenere Table for Encryption. CONVERGENCE SECURITY JOURNAL (Số 22). 33~39. 2022

62. Diệp Ánh Nguyệt, Jean-Christophe Servotte, Nadia Dardenne, Sophie Vanbelle, Vanessa Wauthier, Meryl Paquay, Suzanne Hetzel Campbell, Jonathan Goffoy, Anne-Françoise Donneau, Alexandre Ghuysen The Performance of the Health Communication Assessment Tool© (HCAT-f) in Calibrating Different Levels of Nurse Communication Skills in a French-Speaking Context. European Journal of Health Communication (Số 3). 164-179. 2022

63. Thái Minh Tuấn, Phạm Hoàng Hảo, Trần Thanh Nam Hệ thống phát hiện xâm nhập hai tầng cho các mạng IoT sử dụng máy học. Tập. 58, Số. 2. 43-50. 2022

64. Dương Thị Hà, Nguyễn Thái Nghe Ứng dụng mô hình đa biến bộ nhớ dài - ngắn hạn trong dự báo nhiệt độ và lượng mưa. Tập. 58, Số. 4. 8-16. 2022

65. Trương Thị Phương Thanh, Nguyễn Thái Nghe Nhận dạng bệnh trên lá lúa bằng phương pháp học chuyển giao. Tập. 58, Số. 4. 1-7. 2022

66. Trương Minh Thái, Dương Nhựt Long Ứng dụng công nghệ IoT và mạng cảm biến trong giải pháp quản lý môi trường và nâng cao hiệu quả mô hình lúa tôm ở huyện An Biên tỉnh Kiên Giang. Tập. 58, Số. SDMD. 31-41. 2022

67. Huỳnh Xuân Hiệp, Võ Nam Sơn, Nguyễn Thanh Phương Xây dựng mô hình chuyển đổi số ứng dụng công nghệ của công nghiệp 4.0 trong nuôi cá tra công nghiệp. Tập. 58, Số. SDMD. 290-298. 2022

68. Nguyễn Thái Nghe, Nguyễn Chí Ngôn, Nguyễn Hữu Hòa Một số mô hình ứng dụng công nghệ 4.0 hỗ trợ nông nghiệp, thủy sản thông minh. Tập. 58, Số. SDMD. 42-47. 2022

69. Nguyen Dinh Thanh, Nguyễn Thanh Hải, Phạm Thị Ngọc Diễm Analyzing the factors affecting the high school dropout in Ca Mau. Vol. 14, No. 1. 11-22. 2022