Associate Prof. Dr. Thanh-Hai Nguyen
Associate Prof. Dr. Thanh-Hai NguyenVice Dean of FIS, Head of IIS Labnthai.cit@ctu.edu.vn
PGS. TS. Nguyễn Thanh Hải
Faculty of Information Systems
College of Information and Communication Technology, Can Tho University, Viet Nam
Address: 3/2 str., Ninh Kieu dist., Can Tho city, Vietnam. Tel: +84 7103 831301.
Research profiles: Google Scholar, ORCID

Teaching subjects

  • Data Mining and Machine Learning
  • Computer Vision
  • E-commerce
  • UML
  • Business intelligence

Research topics

  • Data Analysis/Mining
  • Machine Learning
  • Multimedia Data
  • Computer Vision
  • Smart Health

International Conferences, Journals, Book chapters

  1. Nguyen, H.T. et al. (2025). Gold Price Analysis Based on Machine Learning. In: Barolli, L., Enokido, T., Woungang, I. (eds) Complex, Intelligent and Software Intensive Systems. CISIS 2025. Lecture Notes on Data Engineering and Communications Technologies, vol 260. Springer, Cham. https://doi.org/10.1007/978-3-031-96099-4_10
  2. Nguyen, H.T., Dang, D.X.N., Huynh, T.N. (2025). Leveraging Explainable Artificial Intelligence for Colorectal Cancer Prediction Result Analysis on Metagenomic Data. In: Barolli, L., Enokido, T., Woungang, I. (eds) Complex, Intelligent and Software Intensive Systems. CISIS 2025. Lecture Notes on Data Engineering and Communications Technologies, vol 260. Springer, Cham. https://doi.org/10.1007/978-3-031-96099-4_2
  3. Nguyen, H.T., Quoc Thao, H., Bui Phuong Nhi, P., Thi Thuy Linh, P., Thi Ngoc-Diem, P., Thanh-Dien, T. (2025). Assessing Factors Influencing Health Insurance Cost Prediction. In: Sombattheera, C., Weng, P., Pang, J. (eds) Multi-disciplinary Trends in Artificial Intelligence. MIWAI 2024. Lecture Notes in Computer Science(), vol 15432. Springer, Singapore. https://doi.org/10.1007/978-981-96-0695-5_4
  4. Luong, H.H., Thai-Nghe, N., Nguyen, H.T. (2025). BCCNetAttention: Enhancing Breast Cancer Report Through Image Captioning with Convolution Neural Network and Transformers Architecture. In: Kertesz, J., Li, B., Supnithi, T., Takhom, A. (eds) Computational Data and Social Networks. CSoNet 2024. Lecture Notes in Computer Science, vol 15417. Springer, Singapore. https://doi.org/10.1007/978-981-96-6389-7_16
  5. Nguyen, Hai Thanh, et al. "An Approach using Skeleton-based Representations and Neural Networks for Yoga Pose Recognition" Applied Computer Systems, vol. 30, no. 1, Riga Technical University, 2025, pp. 75-84. https://doi.org/10.2478/acss-2025-0009
  6. Huynh, T.Q., Nguyen, N.M., Nguyen, H.V., Su, A.K., Nguyen, H.T. (2025). Identifying Water Bodies in Satellite Images Using UNet 3+. In: Sombattheera, C., Weng, P., Pang, J. (eds) Multi-disciplinary Trends in Artificial Intelligence. MIWAI 2024. Lecture Notes in Computer Science(), vol 15431. Springer, Singapore. https://doi.org/10.1007/978-981-96-0692-4_19
  7. Nguyen, H.T., Nguyen, B.P., Su, A.K. (2025). YOLOv9c: A Robust Framework for Insect Detection. In: Sombattheera, C., Weng, P., Pang, J. (eds) Multi-disciplinary Trends in Artificial Intelligence. MIWAI 2024. Lecture Notes in Computer Science(), vol 15432. Springer, Singapore. https://doi.org/10.1007/978-981-96-0695-5_3
  8. Nguyen, H.T., Su, A.K., Vo, T.N. et al. A Hybrid Model for Sentiment, Emotion, and Bloom’s Taxonomy Analysis. SN COMPUT. SCI. 6, 681 (2025). https://doi.org/10.1007/s42979-025-04171-2
  9. An Cong Tran, Binh Diep-Phuoc, Hai Thanh Nguyen. Ontology-Based Semantic Search for Physics Subject: A Case Study at a Vietnamese High School. Knowl. Organ. 2025, 52(2), 40034. https://doi.org/10.31083/KO40034
  10. Nguyen, Hai T., Tinh N. Vo, Tuyen TT Nguyen, and Anh K. Su. "Enhanced Fish Body Part Detection Using Variants of YOLO." SN Computer Science 6, no. 3 (2025): 274. https://doi.org/10.1007/s42979-025-03689-9
  11. Nguyen, H. T., Nguyen, N. M., Huynh, T. Q., & Su, A. K. (2025). An enhanced UNet3+ model for accurate identification of COVID-19 in CT images. Digital Signal Processing, 163, 105205. https://doi.org/10.1016/j.dsp.2025.105205
  12. Luong, Huong Hoang, Phuc Phan Hong, Dat Vo Minh, Thinh Nguyen Le Quang, Anh Dinh The, Nguyen Thai-Nghe, and Hai Thanh Nguyen. "Principal component analysis and fine-tuned vision transformation integrating model explainability for breast cancer prediction." Visual Computing for Industry, Biomedicine, and Art 8, no. 1 (2025): 5. https://doi.org/10.1186/s42492-025-00186-x
  13. Nguyen, H.T, Dang, D.X.N., Bui, P.H.D, Nguyen, H.T.T, Dien, T.T. (2025). Giải pháp hỗ trợ chẩn đoán ung thư đại trực tràng dựa trên dữ liệu vi khuẩn đường ruột đư ợc chọn lọc dùng các giải thích phản thực đa dạng. Tạp chí Khoa học Đại học Cần Thơ, 61(3), pp. 24-32. http://doi.org/10.22144/ctujos.2025.076
  14. Nguyen, H.T., Le, H.N., Pham, L.T.T., Bui, P.H.D (2025). Fine-Tuned Visualization with T-Distributed Stochastic Neighbor Embeddings on Metagenomic Data for Disease Classification. Multi-Disciplinary International Conference on Artificial Intelligence. MIWAI 2024. Lecture Notes in Computer Science, vol 15432, pp. 16-29. Springer Nature.
  15. Bui, P.H.D., Nguyen, L.Y.B., Ngo, L.D., Nguyen, H.T. (2025). T-Test-Based Feature Selection on DNA Microarrays Gene Expression Data for Leukemia Classification. Advances and Trends in Artificial Intelligence. Theory and Applications. IEA/AIE 2025. Lecture Notes in Artificial Intelligence, vol 15707, pp. 207-218. Springer Nature. http://doi.org/10.1007/978-981-96-8892-0_18
  16. Nguyen, H.T., Duong, K.H., Pham, L.T.T. , Bui, P.H.D., Thai-Nghe, N., Dien,T.T. (2025). Inverted Index for Similar Document Detection: A Case Study at Can Tho University Journal of Science. SN COMPUT. SCI. 6, 216.  https://doi.org/10.1007/s42979-025-03707-w
  17. Điện, T. T., Linh, T. T. T., Anh, L. D., Quyên, N. T. K., Đan, N. B., Hải, N. T., & Nghe, N. T. (2025). Phát hiện tương đồng hình ảnh trong bài báo khoa học bằng phương pháp xử lý ảnh kết hợp mạng học sâu ResNet50. Tạp chí Khoa học Đại học Cần Thơ, 61(2), 44-53. https://doi.org/10.22144/ctujos.2025.046
  18. Luong, H.H., Nguyen, H.T. & Thai-Nghe, N. EfficientPhoCaption: An Enhanced PhoBERT-Based Image Captioning Framework for Breast Cancer Diagnosis. SN COMPUT. SCI. 6, 666 (2025). https://doi.org/10.1007/s42979-025-04188-7
  19. Khiem, N.M., Van Thanh, T., Hai, N.T., Bao, L.H.Q., Nghe, N.T. (2026). An Approach for Enhancing Ripe Tomato Classification and Counting by Using Deep Learning and SAHI Image Processing. In: Nguyen, N.T., et al. Computational Intelligence in Engineering Science. ICCIES 2025. Communications in Computer and Information Science, vol 2586. Springer, Cham. https://doi.org/10.1007/978-3-031-98167-8_7
  20. Nguyen, H.T., Nguyen, D.T., Tran, T.T., Nguyen, HH., Thai-Nghe, N. (2024). Fake Face Detection with Separable Convolutions. In: Hoang Phuong, N., Huyen Chau, N.T., Kreinovich, V. (eds) Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications. Studies in Systems, Decision and Control, vol 543. Springer, Cham. https://doi.org/10.1007/978-3-031-63929-6_13
  21. Luong, H.H., Vo, M.D., Phan, H.P., Dinh, T.A., Nguyen, L.Q., Tran, Q.T., Thai-Nghe, N., & Nguyen, H.T. (2024). Improving breast cancer prediction via progressive ensemble and image enhancement. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-024-19299-1
  22. Nguyen, H.T., Nguyen, M.N., Pham, S.C., Bui, P.H.D. Abnormalities detection on chest radiograph with bounding box-based lungs extraction and object detection algorithm. International Journal of Information Technology, 16, pp. 2241-2251. Springer. 2024. https://doi.org/10.1007/s41870-023-01687-9
  23. Nguyen, H.T., Ha, C.N., Thi Pham, L.T., Thi-Ngoc-Diem, P., Thanh-Dien, T. (2024). Deep Residual Networks for Pigmented Skin Lesions Diagnosis. In: Fujita, H., Cimler, R., Hernandez-Matamoros, A., Ali, M. (eds) Advances and Trends in Artificial Intelligence. Theory and Applications. IEA/AIE 2024. Lecture Notes in Computer Science(), vol 14748. Springer, Singapore. https://doi.org/10.1007/978-981-97-4677-4_27
  24. Hai Thanh Nguyen, Phat Minh Nguyen, Quang Duy Tran and Phuong Ha Dang Bui. An Approach Using Threshold-Based Noise Reduction and Fine-Tuned ShuffleNetV2 for Plant Leaf Disease Detection. In the International Conference on Computational Data and Social Networks (CSoNet) 2023. Lecture Notes in Computer Science, pp. 3-14. Springer. 2024. DOI: 10.1007/978-981-97-0669-3_1
  25. Nguyen, H. T. T., Le, H. N., & Nguyen, H. T. (2024, July). Feature Selection Based on Ranking Metagenomic Relative Abundance for Inflammatory Bowel Disease Prediction. In International Conference on Complex, Intelligent, and Software Intensive Systems (pp. 94-105). Cham: Springer Nature Switzerland. DOI:10.1007/978-3-031-70011-8_9
  26. Le, A. T., Nguyen, H. T. T., Nguyen, H. H., & Nguyen, H. T. (2024). An Approach to Instrumental Song Classification Utilizing Spectrogram and Convolutional Neural Networks. In Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications (pp. 221-233). Cham: Springer Nature Switzerland.
  27. Le, A.B.N., Nguyen, H.T.T., Su, A.K., Nguyen, H.T. (2024). Fake Face Recognition on Images Generated by Various Deepfakes Tools. In: Hà, M.H., Zhu, X., Thai, M.T. (eds) Computational Data and Social Networks. CSoNet 2023. Lecture Notes in Computer Science, vol 14479. Springer, Singapore.
  28. Nguyen, H.T., Tran, T.D., Nguyen, T.T. et al. Strawberry disease identification with vision transformer-based models. Multimed Tools Appl 83, 73101–73126 (2024). https://doi.org/10.1007/s11042-024-18266-0
  29. Nguyen, H. T., Nguyen, D. T., Tran, T. T., & Pham, N. H. (2024). A combination between transfer learning models and UNet++ for COVID-19 diagnosis. Multimedia Tools and Applications, 1-30. https://doi.org/10.1007/s11042-024-20392-8
  30. Tran, A.C., Le, B.T. & Nguyen, H.T. Efficiency evaluation of filter sizes on graph convolutional neural networks for information extraction from receipts. Int. j. inf. tecnol. (2024). https://doi.org/10.1007/s41870-024-02089-1
  31. Nguyen, Hai Thanh, Duc Huynh Vo, Ngoc Huynh Pham, and Linh Thuy Thi Pham. "Approaches for lyrics song seeking: a case study for Vietnamese song." International Journal of Information Technology 16, no. 8 (2024): 5023-5031.
  32. Nguyen, Hai Thanh, Trang Huyen Phan, Linh Thuy Thi Pham, and Ngoc Huynh Pham. "Clustering-based visualizations for diagnosing diseases on metagenomic data." Signal, Image and Video Processing 18, no. 8 (2024): 5685-5699.
  33. Hoang Luong, H., Thanh Nguyen, H., & Thai-Nghe, N. (2024). Detection and classification of breast cancer in mammographic images with fine-tuned convolutional neural networks. Journal of Information and Telecommunication, 9(2), 209–236. https://doi.org/10.1080/24751839.2024.2415033
  34. Nguyen, Hai Thanh, Toan Bao Tran, and Thien Thanh Tran. "Fracture Detection in Bone: An Approach with Versions of YOLOv4." SN Computer Science 5, no. 6 (2024): 765. https://doi.org/10.1007/s42979-024-03155-y
  35. Nguyen, H.T., Huynh, T.N., Phan, T.T., Huynh, H.T., Nguyen, K.V., Pham, N.H. (2024). Interpreting Results of VGG-16 for COVID-19 Diagnosis on CT Images. In: Nguyen, N.T., et al. Computational Collective Intelligence. ICCCI 2024. Lecture Notes in Computer Science(), vol 14810. Springer, Cham. https://doi.org/10.1007/978-3-031-70816-9_11
  36. Luong, H.H., Le, L.T.T., Nguyen, H.T. (2024). An Approach for Web Content Classification with FastText. In: Hà, M.H., Zhu, X., Thai, M.T. (eds) Computational Data and Social Networks. CSoNet 2023. Lecture Notes in Computer Science, vol 14479. Springer, Singapore. https://doi.org/10.1007/978-981-97-0669-3_14
  37. Nguyen, H.T., Nguyen, H.M., Pham, N.B.T., Phan, T.T., Pham, L.T.T. (2024). Hyperparameter Tuning on Classical Machine Learning Models in Orthopedic Disease Prediction on Biomechanical Features. In: Barolli, L. (eds) Complex, Intelligent and Software Intensive Systems. CISIS 2024. Lecture Notes on Data Engineering and Communications Technologies, vol 87. Springer, Cham. https://doi.org/10.1007/978-3-031-70011-8_5
  38. Nguyen, H.V., Huynh, T.Q., Nguyen, N.M., Su, A.K., Nguyen, H.T. (2024). Comparative Analysis of Fine-Tuned MobileNet Versions on Fish Disease Detection. In: Barolli, L. (eds) Innovative Mobile and Internet Services in Ubiquitous Computing. IMIS 2024. Lecture Notes on Data Engineering and Communications Technologies, vol 214. Springer, Cham. https://doi.org/10.1007/978-3-031-64766-6_20
  39. Le, A.B.N. et al. (2024). An Approach for Object Recognition in Videos for Vocabulary Extraction. In: Cong Vinh, P., Mahfooz Ul Haque, H. (eds) Nature of Computation and Communication. ICTCC 2023. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 586. Springer, Cham. https://doi.org/10.1007/978-3-031-59462-5_3
  40. Thi Pham, L.T., Nguyen, H.T., Diep, L., Nguyen, H.H., Thi Tran, N.C. (2024). Promoting STEM-Integrated Learning Through Engineering Design: High School Students’ Automatic Hand Washers. In: Hoang Phuong, N., Huyen Chau, N.T., Kreinovich, V. (eds) Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications. Studies in Systems, Decision and Control, vol 543. Springer, Cham. https://doi.org/10.1007/978-3-031-63929-6_10
  41. Luong, H.H., Nguyen, H.T., Thai-Nghe, N. (2025). Toward Supporting Breast Cancer Diagnosis Based on Captioning Mammogram and Ultrasound Images. In: Thai-Nghe, N., Do, TN., Benferhat, S. (eds) Intelligent Systems and Data Science. ISDS 2024. Communications in Computer and Information Science, vol 2191. Springer, Singapore. https://doi.org/10.1007/978-981-97-9616-8_6
  42. Nguyen, Hai Thanh, et al. "AI Chatbot for Tourist Recommendations: A Case Study in Vietnam" Applied Computer Systems, vol. 28, no. 2, Riga Technical University, 2023, pp. 232-244. https://doi.org/10.2478/acss-2023-0023
  43. Huong Hoang Luong, Hai Thanh Nguyen and Nguyen Thai-Nghe, “AEGANB3: An Efficient Framework with Self-attention Mechanism and Deep Convolutional Generative Adversarial Network for Breast Cancer Classification” International Journal of Advanced Computer Science and Applications(IJACSA), 15(5), 2024. http://dx.doi.org/10.14569/IJACSA.2024.01505139
  44. Luong, H. H., Pham, K. T., Le, D. T., Pham Thanh, D. L., Le Hoang Hai, L., Nguyen, H. N., Nguyen, T.-N., & Nguyen, H. T. (2025). An approach for breast cancer X-ray images classification based on Vision Transformer. Vietnam Journal of Computer Science, 12(3), 329–347. https://doi.org/10.1142/S2196888824500210
  45. Mai, L. B. T., Nguyen, T. H., & Tran, T. D. (2024). Product recommendation for online sales systems based on transaction sessions. CTU Journal of Innovation and Sustainable Development , 16(Special issue: ISDS), 17-24. https://doi.org/10.22144/ctujoisd.2024.318
  46. Bùi Đăng Hà Phương, Nguyễn Thanh Hải, Truong Thanh Nguyen, Thang Minh Nguyen. 2023. AN APPROACH FOR TRAFFIC SIGN RECOGNITION WITH VERSIONS OF YOLO. Communications in Computer and Information Science. Nguyen Thai-Nghe, Thanh-Nghi Do, Peter Haddawy. 204–211. (Đã xuất bản)
  47. Trần Công Án, Trịnh Thị Kim Thanh, Nguyễn Thanh Hải. 2023. AN IMAGE-BASED WEIGHING CALCULATION APPROACH ON CLOCK TYPE WEIGHING SCALE WITH DEEP LEARNING AND GEOMETRY TRANSFORMATIONS. Advances in Technology Innovation. 8. 100–110. (Đã xuất bản)
  48. Trần Công Án, , Nguyễn Thái Nghe, Trần Thanh Điện, Nguyễn Thanh Hải. 2023. COURSE RECOMMENDATION BASED ON GRAPH CONVOLUTIONAL NEURAL NETWORK. Lecture Notes in Computer Science. 36. 235-240. (Đã xuất bản)
  49. Nguyễn Thanh Hải, Phạm Thị Ngọc Diễm, , Mai Ngoc Thien Nhi, Le Dang Dang Khoa. 2023. PHOBERT: APPLICATION IN DISEASE CLASSIFICATION BASED ON VIETNAMESE SYMPTOM ANALYSIS. Applied Computer Systems. 28. 35–43. (Đã xuất bản)
  50. Trần Công Án, Châu Nguyễn Nhật Anh, Trần Công Nghị, Nguyễn Thanh Hải. 2023. AN APPROACH FOR COUNTING BREEDING EELS USING MATHEMATICAL MORPHOLOGY OPERATIONS AND BOUNDARIES DETECTION. Applied Computer Systems. 27. 110 - 118. (Đã xuất bản)
  51. Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, Phung Duong Linh , Pham Thi Thuy Linh. 2023. ANOMALIES DETECTION IN CHEST X-RAYS IMAGES USING FASTER R-CNN AND YOLO. Vietnam Journal of Computer Science. 10. 499-515. (Đã xuất bản)
  52. Phạm Thị Ngọc Diễm, Ha Ngoc Lan, Nguyễn Thanh Hải. 2023. TRANSFER LEARNING FOR ABNORMAL BEHAVIORS IDENTIFICATION IN EXAMINATION ROOM FROM SURVEILLANCE VIDEOS: A CASE STUDY IN VIETNAM. Lecture Notes in Computer Science. In: Ngoc Thanh Nguyen · Siridech Boonsang · Hamido Fujita · Bogumiła Hnatkowska · Tzung-Pei Hong · Kitsuchart Pasupa · Ali Selamat. 45-57. (Đã xuất bản)
  53. Nguyễn Thanh Hải, Lê Duy Anh, , Trần Thanh Điện. 2023. TOPIC CLASSIFICATION BASED ON SCIENTIFIC ARTICLE STRUCTURE: A CASE STUDY AT CAN THO UNIVERSITY JOURNAL OF SCIENCE. Communications in Computer and Information Science. 1. 208–215. (Đã xuất bản)
  54.  Lương Hoàng Hướng, Phong vo, Hau Phan, Nam Tran, Hung Le, Nguyễn Thanh Hải. 2023. FINE-TUNING VGG16 FOR ALZHEIMER’S DISEASE DIAGNOSIS. Lecture Notes on Data Engineering and Communications Technologies book series. 176. 68–79. (Đã xuất bản)
  55.  Huỳnh Xuân Hiệp, Nguyễn Trần Tiến Dũng, Lương Hoàng Hướng, Nguyễn Thanh Hải. 2023. CELLULAR AUTOMATA-BASED SIMULATION MODEL FOR WATER QUALITY MANAGEMENT OF PANGASIUS PONDS. (SCI) Machine Learning and Mechanics Based Soft Computing Applications [ISSN 1860-949X]. 1068. 13-28. (Đã xuất bản)
  56.  Khoi Nguyen, Nguyễn Thanh Hải, Hy Khang Vuong Nguyen, Lam Dung, Tuan Dao, Nhan Trong Van Pham, Lương Hoàng Hướng. 2023. DOMAIN NAME SYSTEM RESOLUTION SYSTEM WITH HYPERLEDGER FABRIC BLOCKCHAIN. Lecture Notes in Networks and Systems book series. 563. 59–72. (Đã xuất bản)
  57.  Lương Hoàng Hướng, Nguyễn Thanh Hải, Nguyễn Thái Nghe. 2023. A COMBINATION OF ACTIVE LEARNING AND DEEP LEARNING FOR IMPROVING BREAST CANCER PREDICTION. Lecture Notes in Networks and Systems. In: Nghia, P.T., Thai, V.D., Thuy, N.T., Son, L.H., Huynh, VN. (eds). 3-10. (Đã xuất bản)
  58.  Trần Công Án, Nguyễn Thị Mộng Thúy, Nguyễn Hữu Vân Long, Nguyễn Thanh Hải. 2023. A TRANSFER LEARNING-BASED APPROACH FOR RICE PLANT DISEASE DETECTION. Lecture Notes in Computer Science. 13925. 145--150. (Đã xuất bản)
  59.  Huỳnh Xuân Hiệp, Nguyễn Tấn Lợi, Nguyễn Thanh Hải, Nguyễn Thị Thùy Linh. 2023. MULTIPLE-CRITERIA RATING RECOMMENDATION WITH ORDERED WEIGHTED AVERAGING AGGREGATION OPERATORS. (LNICST) Context-Aware Systems and Applications [ISSN 1867-8211]. 475. Springer. (Đã xuất bản)
  60.  Nguyễn Thái Nghe, Trần Minh Tân, Le Minh Hai, Nguyễn Thanh Hải. 2023. FACEMASK DETECTION USING TRANSFER LEARNING. Intelligent Systems and Data Science. Thai-Nghe, N., Do, TN., Haddawy, P. (eds). 212-219. (Đã xuất bản)
  61.  Nguyễn Thanh Hải, Trần Thanh Điện, Ngo Hung Vy. 2023. CONTEXT-BASED AND COLLABORATION-BASED PRODUCT RECOMMENDATION APPROACHES FOR A CLOTHES ONLINE SALE SYSTEM. Studies in Computational Intelligence. Thi Dieu Linh Nguyen et al. 41–52. (Đã xuất bản)
  62.  Nguyễn Thanh Hải, Bùi Đăng Hà Phương, . 2023. ELECTROCARDIOGRAM-BASED HEART DISEASE CLASSIFICATION WITH MACHINE LEARNING TECHNIQUES. Communications in Computer and Information Science. Ngoc Thanh Nguyen et al.. 689–701. (Đã xuất bản)
  63.  Vo Minh Trang, Thien Thanh Vo, Phan Tấn Tài, Nguyễn Thanh Hải, Trần Thanh Điền. 2023. DATA AUGMENTATION TECHNIQUES EVALUATION ON ULTRASOUND IMAGES FOR BREAST TUMOR SEGMENTATION TASKS. Studies in Computational Intelligence. Nguyen Hoang Phuong et al. 153-164. (Đã xuất bản)
  64.  Nguyễn Thanh Hải, Dao Cong Tinh, Phan Nguyen Minh Thao, Phan Tấn Tài. 2023. FAKE FACE DETECTION IN VIDEO USING SHALLOW DEEP LEARNING ARCHITECTURES. International Journal of Intelligent Systems Technologies and Applications. 20. 469–486. (Đã xuất bản)
  65.  Phan Nguyen Minh Thao, Dao Cong Tinh, Phan Tấn Tài, Nguyễn Thanh Hải. 2023. SDCANET: ENHANCING SYMPTOMS-DRIVEN DISEASE PREDICTION WITH CNN-ATTENTION NETWORKS. Communications in Computer and Information Science book series. N. Thai-Nghe et al.. 15–30. (Đã xuất bản)
  66.  Trần Công Án, Võ Thành Vũ, Trần Công Nghị, Nguyễn Thanh Hải. 2023. AN IMPLEMENTATION AND EVALUATION OF LAYER 2 FOR ETHEREUM WITH ZK-ROLLUP. Lecture Notes in Computer Science. 13831. 107--115. (Đã xuất bản)
  67.  Huỳnh Xuân Hiệp, Phan Anh Cang, Trần Thị Cẩm Tú, Nguyễn Thanh Hải, Trương Quốc Định. 2023. THRESHOLD TEXT CLASSIFICATION WITH KULLBACK–LEIBLER DIVERGENCE APPROACH. (SCI) Machine Learning and Mechanics Based Soft Computing Applications [ISSN 1860-949X]. 1068. 1-11. (Đã xuất bản)
  68.  Nguyễn Thái Nghe, Nguyen Minh Hong, Pham Thi Bich Nhu, Nguyễn Thanh Hải. 2023. CLASSIFICATION OF PNEUMONIA ON CHEST X-RAY IMAGES USING TRANSFER LEARNING. Lecture Notes on Data Engineering and Communications Technologies. Dao, NN., Thinh, T.N., Nguyen, N.T. (eds). 85-93. (Đã xuất bản)
  69.  Nguyễn Thanh Hải, Pham Huynh Ngoc, Tran Hoang Le Chi, Le Dang Dang Khoa. 2023. DEEP BIDIRECTIONAL LSTM FOR DISEASE CLASSIFICATION SUPPORTING HOSPITAL ADMISSION BASED ON PRE-DIAGNOSIS: A CASE STUDY IN VIETNAM. International Journal of Information Technology. 15. 2677–2685. (Đã xuất bản)
  70.  Nguyễn Ngọc Mỹ, Nguyễn Thanh Hải, Bùi Đăng Hà Phương, Nguyễn Quốc Kiệt. 2023. EFFICIENCY EVALUATION OF HANNING WINDOW-BASED FILTER ON HUMAN SKIN DISEASE DIAGNOSIS. Lecture Notes in Networks and Systems. In: Nguyen, T.D.L., Verdú, E., Le, A.N., Ganzha, M. (eds) Intelligent Systems and Networks. (Đã xuất bản)
  71.  Pham Huynh Ngoc, Nguyễn Thanh Hải. 2023. DIABETIC RETINOPATHY DIAGNOSIS LEVERAGING DENSELY CONNECTED CONVOLUTIONAL NETWORKS AND EXPLANATION TECHNIQUE. Lecture Notes on Data Engineering and Communications Technologies book series. 188. 105–114. (Đã xuất bản)
  72.  Trần Công Án, Lâm Phi Long, Nguyễn Thanh Hải. 2023. MEDICAL RECORDS SHARING SYSTEM BASED ON BLOCKCHAIN: A CASE STUDY IN VIETNAM. Smart Innovation, Systems and Technologies. 324. 179–188. (Đã xuất bản)
  73.  Huỳnh Xuân Hiệp, Mai Thị Cẩm Nhung, Nguyễn Thanh Hải. 2023. BALLTREE SIMILARITY: A NOVEL SPACE PARTITION APPROACH FOR COLLABORATIVE RECOMMENDER SYSTEMS. (LNICST) Context-Aware Systems and Applications [ISSN 1867-8211]. 475. 112-128. (Đã xuất bản)
  74.  Trần Thanh Điện, Nguyễn Thanh Hải, Nguyễn Thái Nghe. 2023. NOVEL APPROACHES FOR SEARCHING AND RECOMMENDING LEARNING RESOURCES. Cybernetics and Information Technologies. 23. 151-169. (Đã xuất bản)
  75.  Nguyễn Thanh Hải, , vo dan linh. 2023. APPROXIMATE NEAREST NEIGHBOUR-BASED INDEX TREE: A CASE STUDY FOR INSTRUMENTAL MUSIC SEARCH. Applied Computer Systems. 28. 156–162. (Đã xuất bản)
  76.  Lương Hoàng Hướng, Nghia Trong, Toai Dinh, Thuan Dang, Tong Nguyen, Nguyễn Thanh Hải, Tin Duong. 2023. FINE-TUNING MOBILENET FOR BREAST CANCER DIAGNOSIS. Lecture Notes in Networks and Systems book series. 563. 841–856. (Đã xuất bản)
  77.  Phạm Thị Ngọc Diễm, Chau Si Quych Di, Duong Quang Thien, Tran Hoang Le Chi, Nguyễn Thanh Hải, Trần Thanh Điền. 2023. DETECTION OF FENCE CLIMBING BEHAVIOR IN SURVEILLANCE VIDEOS USING YOLO V4. Lecture Notes in Networks and Systems. In: Thi Dieu Linh Nguyen · Elena Verdú · Anh Ngoc Le · Maria Ganzha. 418-425. (Đã xuất bản)
  78.  Pham Huynh Ngoc, Nguyễn Thanh Hải, Phan Tấn Tài. 2023. SHALLOW CONVOLUTIONAL NEURAL NETWORK CONFIGURATIONS FOR SKIN DISEASE DIAGNOSIS. Lecture Notes on Data Engineering and Communications Technologies book series. Nhu-Ngoc Dao et al. 370–381. (Đã xuất bản)
  79.  Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, phung duong linh, Nguyen Anh Bang, Nguyen Chi Linh. 2023. RECOGNITION AND 3D VISUALIZATION OF HUMAN BODY PARTS AND BONE AREAS USING CT IMAGES. Applied Computer Systems. 28. 66 - 77. (Đã xuất bản)
  80.  Nguyễn Thanh Hải, , huynh bao long, Bao Quoc Hoang Le, Nhan Hieu Doan, Duc Thien Dao Le. 2023. AN IMPROVED MOBILENET FOR DISEASE DETECTION ON TOMATO LEAVES. Advances in Technology Innovation. 8. 192–209. (Đã xuất bản)
  81.  Nguyễn Văn Kha, Nguyễn Thanh Hải, Lê Quyết Thắng, Trương Minh Nhật Quang. 2023. ABNORMAL NETWORK PACKETS IDENTIFICATION USING HEADER INFORMATION COLLECTED FROM HONEYWALL ARCHITECTURE. JOURNAL OF INFORMATION AND TELECOMMUNICATION. 7. 437-461. (Đã xuất bản)
  82.  Nguyễn Thanh Hải, Lê Duy Anh, Nguyễn Thái Nghe, Trần Thanh Điện. 2022. AN APPROACH FOR SIMILARITY VIETNAMESE DOCUMENTS DETECTION FROM ENGLISH DOCUMENTS. Communications in Computer and Information Science. Tran Khanh Dang, Josef Küng, Tai M. Chung. 574–587. (Đã xuất bản)
  83.  Nguyễn Thanh Hải, Linh Ngoc Le, Vo Minh Trang, Phạm Thị Ngọc Diễm, Trần Thanh Điền. 2022. BREAST ULTRASOUND IMAGE CLASSIFICATION USING EFFICIENTNETV2 AND SHALLOW NEURAL NETWORK ARCHITECTURES. Lecture Notes in Networks and Systems book series. Leonard Barolli. 130–142. (Đã xuất bản)
  84.  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. 2022. FEATURE SELECTION USING CORRELATION MATRIX ON METAGENOMIC DATA WITH PEARSON ENHANCING INFLAMMATORY BOWEL DISEASE PREDICTION. Lecture Notes in Electrical Engineering. Rosdiazli Ibrahim, K. Porkumaran, Ramani Kannan, Nursyarizal Mohd Nor, S. Prabakar. 1073–1084. (Đã xuất bản)
  85.  Ha Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, , Phan Tấn Tài, Nguyễn Thanh Hải. 2022. POSES CLASSIFICATION IN A TAEKWONDO LESSON USING SKELETON DATA EXTRACTED FROM VIDEOS WITH SHALLOW AND DEEP LEARNING ARCHITECTURES. Communications in Computer and Information Science. Tran Khanh Dang, Josef Küng, Tai M. Chung. 447–461. (Đã xuất bản)
  86.  Trần Công Án, Hồ Thị Lài, Nguyễn Thanh Hải. 2022. INFORMATION EXTRACTION FROM INVOICES BY USING A GRAPH CONVOLUTIONAL NEURAL NETWORK: A CASE STUDY OF VIETNAMESE STORES. IEIE Transactions on Smart Processing & Computing. 11. 316-323. (Đã xuất bản)
  87.  Tran Hoang Le Chi, Phan Huyen Trang, Phạm Thị Ngọc Diễm, Nguyễn Thanh Hải. 2022. GROSS DOMESTIC PRODUCT PREDICTION IN VARIOUS COUNTRIES WITH CLASSIC MACHINE LEARNING TECHNIQUES. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series. 473. 136–147. (Đã xuất bản)
  88.  Nguyễn Thái Nghe, Nguyễn Thanh Hải, Trần Thanh Điện. 2022. 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. Tran Khanh Dang, Josef Küng, and Tai M. Chung. 419-431. (Đã xuất bản)
  89.  Mai Truc Lam Nguyen , Nguyễn Thanh Hải. 2022. CLOTHING CLASSIFICATION USING SHALLOW CONVOLUTIONAL NEURAL NETWORKS. Studies in Computational Intelligence. Nguyen Hoang Phuong, Vladik Kreinovich. 239–250. (Đã xuất bản)
  90.  Nguyễn Thanh Hải, Tan Nguyen Lam Thanh, Tai Le Ngoc, Lê Duy Anh, Trần Thanh Điện. 2022. EVALUATION ON NOISE REDUCTION IN SUBTITLE GENERATOR FOR VIDEOS. Lecture Notes in Networks and Systems book series. Leonard Barolli. 140–150. (Đã xuất bản)
  91.  Nguyễn Thanh Hải, Trinh Kieu Nguyen, Minh Tri Pham, Chi Le Hoang Tran, Trần Thanh Điện, Nguyễn Thái Nghe. 2022. SIMILAR VIETNAMESE DOCUMENT DETECTION IN ONLINE ASSIGNMENT SUBMISSION SYSTEM. Studies in Computational Intelligence. Nguyen Hoang Phuong, Vladik Kreinovich. 251–264. (Đã xuất bản)
  92.  Duy Thuy Thi Nguyen, Nguyễn Thanh Hải. 2022. IMAGE CAPTION GENERATOR WITH A COMBINATION BETWEEN CONVOLUTIONAL NEURAL NETWORK AND LONG SHORT-TERM MEMORY. Studies in Computational Intelligence. Nguyen Hoang Phuong, Vladik Kreinovich. 225–238. (Đã xuất bản)
  93.  Trần Thanh Điện, Nguyễn Thái Nghe, Nguyễn Thanh Hải. 2022. AN APPROACH FOR LEARNING RESOURCE RECOMMENDATION USING DEEP MATRIX FACTORIZATION. Journal of Information and Telecommunication. 6. 381-398. (Đã xuất bản)
  94.  Nhi Yen K. Phan , Nguyễn Thanh Hải. 2022. BINNING ON METAGENOMIC DATA FOR DISEASE PREDICTION USING LINEAR DISCRIMINANT ANALYSIS AND K-MEANS. Lecture Notes in Networks and Systems. Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen. 402–409. (Đã xuất bản)
  95.  Nguyễn Thanh Hải, , Phat Tan Phan, Hung Huy Duc Nguyen, Duong Ly, Duc Minh Phan, Tin Trung Do. 2022. HS-UNET-ID: AN APPROACH FOR HUMAN SKIN CLASSIFICATION INTEGRATING BETWEEN UNET AND IMPROVED DENSE CONVOLUTIONAL NETWORK. International Journal of Imaging Systems and Technology. 32. 1832-1845. (Đã xuất bản)
  96.  Nguyễn Thanh Hải, Chi Le Hoang Tran, Huong Hoang Luong . 2022. MOBILITY PREDICTION ON A LOCATION-BASED SOCIAL NETWORK USING K LATEST MOVEMENTS OF FRIENDS. Lecture Notes in Networks and Systems. Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen. 279–286. (Đã xuất bản)
  97.  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. 2022. CLOTHING RECOGNITION USING TRANSFER LEARNING AND SEGMENTATION TECHNIQUES. Lecture Notes in Networks and Systems book series. Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen. 437–444. (Đã xuất bản)
  98.  Nguyễn Thanh Hải, Nguyễn Ngọc Mỹ, Duong Quoc Thich, Bùi Đăng Hà Phương. 2022. DENOISING WITH MEDIAN AND BILATERAL ON CT IMAGES FOR LIVER SEGMENTATION. 2022 RIVF International Conference on Computing and Communication Technologies (RIVF). . 59-64. (Đã xuất bản)
  99.  Nguyễn Thanh Hải, Linh Thuy Thi Pham,, Truc Thuy Nguyen Mai, Võ Ngọc Kiều Trinh, Trần Thanh Điện. 2022. LETTER RECOGNITION IN HAND SIGN LANGUAGE WITH VGG-16. Lecture Notes in Networks and Systems book series. Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen. 410–417. (Đã xuất bản)
  100.  Nguyễn Thanh Hải, Quyen Thuc Quach, Chi Le Hoang Tran, Huong Hoang Luong . 2022. DEEP LEARNING ARCHITECTURES EXTENDED FROM TRANSFER LEARNING FOR CLASSIFICATION OF RICE LEAF DISEASES. Lecture Notes in Computer Science. Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang. 785–796. (Đã xuất bản)
  101.  Linh Thuy Thi Pham, Khoa Thanh Nguyen, Duyen Thuy Dao, Nguyễn Thanh Hải, Huong Hoang Luong, Nhan Trong Pham Van . 2022. INTELLIGENT HELMET SUPPORTING VISUALLY IMPAIRED PEOPLE USING OBSTACLE DETECTION AND COMMUNICATION TECHNIQUES. Lecture Notes in Networks and Systems. Leonard Barolli. 120–131. (Đã xuất bản)
  102.  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 . 2022. TRANSFER LEARNING WITH FINE-TUNING ON MOBILENET AND GRAD-CAM FOR BONES ABNORMALITIES DIAGNOSIS. Lecture Notes in Networks and Systems book series. Leonard Barolli. 171–179. (Đã xuất bản)
  103.  Trần Công Án, Sơn Phước Lộc, Lâm Tường Duy, Trần Công Nghị, Nguyễn Thanh Hải. 2022. HUMAN VOICE RECOGNITION FOR SUBTITLE GENERATORS ON KHMER AND VIETNAMESE NEWSLETTER VIDEOS. RIVF. 1. 124-129. (Đã xuất bản)
  104.  Trần Công Án, Ngô Hữu Trọng, Nguyễn Thanh Hải. 2022. SOCIAL DISTANCING VIOLATION DETECTION IN VIDEO USING CHESSBOARD AND BIRD’S-EYE PERSPECTIVE. Communications in Computer and Information Science. 1688. 462-476. (Đã xuất bản)
  105.  Nguyễn Thanh Hải, , Trong Thanh Tran, Ngoc Van Nguyen , Khoi Dinh Nguyen . 2022. ENHANCING INFLAMMATORY BOWEL DISEASE DIAGNOSIS PERFORMANCE USING CHI-SQUARED ALGORITHM ON METAGENOMIC DATA. Lecture Notes in Networks and Systems. Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen. 669–678. (Đã xuất bản)
  106.  Nguyễn Thanh Hải, , Tan Ha Ngoc Kien, Nghia Trong Le Phan, Thuan Minh Dang, Tin Tri Duong, Tong Duc Nguyen, Toai Cong Dinh . 2022. BRAIN TUMORS DETECTION ON MRI IMAGES WITH K-MEANS CLUSTERING AND RESIDUAL NETWORKS. Communications in Computer and Information Science. Costin Bădică, Jan Treur, Djamal Benslimane, Bogumiła Hnatkowska, Marek Krótkiewicz. 317–329. (Đã xuất bản)
  107.  Nguyen Dinh Thanh, Nguyễn Thanh Hải, Phạm Thị Ngọc Diễm. 2022. ANALYZING THE FACTORS AFFECTING THE HIGH SCHOOL DROPOUT IN CA MAU. Can Tho University Journal of Science. 14. 11-22. (Đã xuất bản)
  108.  Nguyễn Thanh Hải, Ngan Kim Thi Nguyen, Chi Le Hoang Tran, . 2022. EFFECTS EVALUATION OF DATA AUGMENTATION TECHNIQUES ON COMMON SEAFOOD TYPES CLASSIFICATION TASKS. Studies in Computational Intelligence. Nguyen Hoang Phuong, Vladik Kreinovich. 213–223. (Đã xuất bản)
  109.  Linh Thuy Thi Pham, Nguyễn Thanh Hải, Tan Phuc Nhan Bui, Ngoc Cam Thi Tran, Khoi Tuan Huynh Nguyen, Huong Hoang Luong . 2022. REMOTE MEDICAL ASSISTANCE VEHICLE IN COVID-19 QUARANTINE AREAS: A CASE STUDY IN VIETNAM. Lecture Notes in Networks and Systems. Leonard Barolli. 59–70. (Đã xuất bản)
  110.  Huong Hoang Luong, Phong Cao Nguyen , Nguyễn Thanh Hải. 2022. DISEASE DIAGNOSIS BASED ON SYMPTOMS DESCRIPTION. Studies in Computational Intelligence. Nguyen Hoang Phuong, Vladik Kreinovich. 179–190. (Đã xuất bản)
  111.  Luong Hoang Huong, Nguyễn Thanh Hải, Tong Duc Nguyen, Thuan Minh Dang, Tin Tri Duong, Nghia Trong Le Phan. 2021. DIMENSIONALITY REDUCTION ON METAGENOMIC DATA WITH RECURSIVE FEATURE ELIMINATION. Lecture Notes in Networks and Systems. Leonard Barolli, Kangbin Yim, Tomoya Enokido. 68–79. (Đã xuất bản)
  112.  Huỳnh Xuân Hiệp, Lai Út Bé, Duong Trung Nghia, Nguyễn Thanh Hải, Phan Thượng Cang. 2021. MODELING POPULATION DYNAMICS FOR INFORMATION DISSEMINATION THROUGH FACEBOOK. CONCURRENCY AND COMPUTATION - PRACTICE & EXPERIENCE. 2021. 1-12. (Đã xuất bản)
  113.  Tran Bao Toan, Phan Kim Yen Nhi, Nguyễn Thanh Hải. 2021. FEATURE SELECTION BASED ON A SHALLOW CONVOLUTIONAL NEURAL NETWORK AND SALIENCY MAPS ON METAGENOMIC DATA. Lecture Notes in Electrical Engineering. 739. 107-116. (Đã xuất bản)
  114.  Huỳnh Xuân Hiệp, Huỳnh Bá Mẫn, Nguyễn Thanh Hải. 2021. A SIMULATION COMBINATION APPROACH BETWEEN GAMA AND DIGIPLANT FOR RICE PLANT GROWTH VISUALIZATION UNDER BROWN PLANTHOPPER INFESTATION. IEIE Transactions on Smart Processing and Computing. 10. 315-322. (Đã xuất bản)
  115.  Trương Quốc Định, Nguyễn Văn Nam, Trần Thị Thủy, Nguyễn Thanh Hải. 2021. TELECOMMUNICATIONS SERVICES REVENUE FORECAST USING NEURAL NETWORKS. Studies in Computational Intelligence. In: Nguyen Hoang Phuong, Vladik Kreinovich. 299-312. (Đã xuất bản)
  116.  Huỳnh Xuân Hiệp, Phan Anh Cang, Trương Thị Thanh Loan, Nguyễn Thanh Hải. 2021. REGION OF INTEREST SELECTION ON PLANT DISEASE. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 409. 1-14. (Đã xuất bản)
  117.  Phan Kim Yen Nhi, Tran Bao Toan, Nguyễn Hữu Hòa, Nguyễn Thanh Hải. 2021. ENTROPY-BASED DISCRETIZATION APPROACH ON METAGENOMIC DATA FOR DISEASE PREDICTION. Communications in Computer and Information Science. Tran Khanh Dang, Josef Küng, Tai M. Chung, Makoto Takizawa. 375–386. (Đã xuất bản)
  118.  Nguyễn Thanh Hải, HUYNH NGUYEN TAN KHOI, Luong Huong Hoang, Tran Bao Toan. 2021. DECODERS CONFIGURATIONS BASED ON UNET FAMILY AND FEATURE PYRAMID NETWORK FOR COVID-19 SEGMENTATION ON CT IMAGES. PeerJ Computer Science. 7. (Đã xuất bản)
  119.  Khoa Dang Dang Le, Luong Hoang Huong, Nguyễn Thanh Hải. 2021. PATIENT CLASSIFICATION BASED ON SYMPTOMS USING MACHINE LEARNING ALGORITHMS SUPPORTING HOSPITAL ADMISSION. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Phan Cong Vinh, Nguyen Huu Nhan. 1-11. (Đã xuất bản)
  120.  Nguyễn Thanh Hải, Tran Bao Toan, Phan Kim Yen Nhi, Trần Thanh Điện, Nguyễn Thái Nghe. 2021. FEATURE SELECTION BASED ON SHAPLEY ADDITIVE EXPLANATIONS ON METAGENOMIC DATA FOR COLORECTAL CANCER DIAGNOSIS. Studies in Computational Intelligence. 981. 69-80. (Đã xuất bản)
  121.  Nguyễn Thanh Hải, Nguyễn Thị Ngọc Châm, Phan Nguyen Minh Thao, Dao Cong Tinh. 2021. PLEURAL EFFUSION DIAGNOSIS USING LOCAL INTERPRETABLE MODEL-AGNOSTIC EXPLANATIONS AND CONVOLUTIONAL NEURAL NETWORK. IEIE Transactions on Smart Processing & Computing. 10. 101-108. (Đã xuất bản)
  122.  Dao Cong Tinh, Nguyễn Thanh Hải. 2021. HUMAN MOBILITY PREDICTION USING K-LATEST CHECK-INS. Communications in Computer and Information Science. Tran Khanh Dang, Josef Küng, Tai M. Chung, Makoto Takizawa. 36–49. (Đã xuất bản)
  123.  Phan Nguyen Minh Thao, Nguyễn Thanh Hải. 2021. CLINICAL DECISION SUPPORT SYSTEMS FOR PNEUMONIA DIAGNOSIS USING GRADIENT-WEIGHTED CLASS ACTIVATION MAPPING AND CONVOLUTIONAL NEURAL NETWORKS. Studies in Computational Intelligence. 981. 81-92. (Đã xuất bản)
  124.  Trần Quang Phúc, Nguyễn Thanh Hải, Lê Thị Mỹ Hạnh, Huỳnh Xuân Hiệp. 2021. ENSEMBLE LEARNING FOR MINING OPINIONS ON FOOD REVIEWS. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 409. 1-15. (Đã xuất bản)
  125.  Nguyễn Thanh Hải, Bùi Đăng Hà Phương, Tran Bao Toan. 2021. AN EFFECTIVE WAY FOR TAIWANESE STOCK PRICE PREDICTION: BOOSTING THE PERFORMANCE WITH MACHINE LEARNING TECHNIQUES. Concurrency Computation Practice and Experience. e6437. (Đã xuất bản)
  126.  Luong Hoang Huong, Thanh Huyen Nguyen Thi, An Duc Le, Nguyễn Thanh Hải. 2021. FEATURE SELECTION WITH RANDOM FORESTS PREDICTING METAGENOME-BASED DISEASE. Communications in Computer and Information Science. Arun Solanki, Sanjay Kumar Sharma,Sandhya Tarar,Pradeep Tomar,Sandeep Sharma, Anand Nayyar. 254-266. (Đã xuất bản)
  127.  Lương Thị Thu Hương, Luong Hoang Huong, Nguyễn Thanh Hải, Nguyễn Thái Nghe. 2021. HOSPITAL REVENUE FORECAST USING MULTIVARIATE AND UNIVARIATE LONG SHORT-TERM MEMORIES. Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications p. In: T. K. Dang et al. (Eds.). 50-65. (Đã xuất bản)
  128.  Huỳnh Xuân Hiệp, Phan Anh Cang, Tran Thi Cam Tu, Nguyễn Thanh Hải. 2021. RECOMMENDATION WITH SUBJECTIVE TENDENCY BASED ON STATISTICAL IMPLICATIVE ANALYSIS. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 409. 1-17. (Đã xuất bản)
  129.  Trương Quốc Định, Bùi Thị Diễm Trinh, Nguyễn Thanh Hải. 2021. PRODUCT RECOMMENDATION SYSTEM USING OPINION MINING ON VIETNAMESE REVIEWS. Soft Computing: Biomedical and Related Applications. In: Nguyen Hoang PhuongVladik Kreinovich. 313*325. (Đã xuất bản)
  130.  Huỳnh Xuân Hiệp, Phan Lâm Mỹ Ngà, Luong Hoang Huong, , Nguyễn Thanh Hải, Bernard Pottier. 2021. BROWN PLANTHOPPER SENSOR NETWORK OPTIMIZATION BASED ON CLIMATE AND GEOGRAPHICAL FACTORS USING CELLULAR AUTOMATA TECHNIQUE. Mobile Networks and Applications. 2021. 1-18. (Đã xuất bản)
  131.  Nguyễn Thanh Hải, Phan Tấn Tài, Dao Cong Tinh, Phan Nguyen Minh Thao, Tạ Đặng Vĩnh Phúc, Nguyễn Thị Ngọc Châm, Pham Huynh Ngoc, Huỳnh Xuân Hiệp. 2021. GENE FAMILY ABUNDANCE VISUALIZATION BASED ON FEATURE SELECTION COMBINED DEEP LEARNING TO IMPROVE DISEASE DIAGNOSIS. Journal of Engineering and Technological Sciences. 53. (Đã xuất bản)

National Conferences, Journals, Book chapters

  1. Nguyễn, T. H., Huỳnh, N. T., Trần, T. Đ., & Nguyễn, T. N. (2024). Ứng dụng trí tuệ nhân tạo trong y tế: tiềm năng và thách thức ở Đồng bằng sông Cửu Long. Trong N. C. Ngôn & N. T. Nghe (Chủ biên), Công nghệ kỹ thuật và công nghệ thông tin trong tiến trình công nghiệp hóa - hiện đại hóa Đồng bằng sông Cửu Long (Chương 16, tr. 310–331). Nhà Xuất bản Đại học Cần Thơ.
  2. Trần, T. Đ., Huỳnh, N. T., Nguyễn, T. H., & Nguyễn, T. N. (2024). Nghiên cứu giải pháp ứng dụng học sâu trong hỗ trợ giáo dục. Trong N. C. Ngôn & N. T. Nghe (Chủ biên), Công nghệ kỹ thuật và công nghệ thông tin trong tiến trình công nghiệp hóa - hiện đại hóa Đồng bằng sông Cửu Long (Chương 13, tr. 259–271). Nhà Xuất bản Đại học Cần Thơ.
  3. Trần Thanh Điện, Nguyễn Thanh Hải, Nguyễn Thái Nghe. 2021. DEEP MATRIX FACTORIZATION FOR LEARNING RESOURCES RECOMMENDATION. Lecture Notes in Computer Science. 13. 167-179. (Đã xuất bản)
  4. Lưu Hoài Sang, Trần Thanh Điện, Nguyễn Thái Nghe, Nguyễn Thanh Hải. 2020. DỰ BÁO KẾT QUẢ HỌC TẬP BẰNG KỸ THUẬT HỌC SÂU VỚI MẠNG NƠ-RON ĐA TẦNG. Tạp chí Khoa học Trường Đại học Cần Thơ. Tập 56, Số 3. 20-28. (Đã xuất bản)
  5. Nguyễn Thanh Hải, Trần Thanh Điện, Nguyễn Thái Nghe, Trinh Thi Tuyet Lan, Phan Kim Yen Nhi, Tran Bao Toan. 2020. GIẢI PHÁP ĐIỂM DANH SINH VIÊN BẰNG NHẬN DẠNG GƯƠNG MẶT VỚI ĐẶC TRƯNG HAAR-LIKE KẾT HỢP THUẬT TOÁN RỪNG NGẪU NHIÊN. Conference on Information Technology and its Applications, Đà Nẵng, 27/11/2020. . 179-186. (Đã xuất bản)
  6. Trần Thanh Điện, Nguyễn Thái Nghe, Nguyễn Thanh Hải, Nguyen Ngoc Tuan. 2020. TĂNG TỐC TÌM KIẾM TÀI NGUYÊN HỌC TẬP THEO NỘI DUNG BẰNG KỸ THUẬT XỬ LÝ DỮ LIỆU LỚN. Conference on Information Technology and its Applications, Đà Nẵng, 27/11/2020. . 171-178. (Đã xuất bản)
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