Publications in 2022

  1. Tuan Linh Dang, Thuy Hang Nguyen, Gia Tuyen Nguyen, Thang Cao. Traffic Collision Warning Using Deep Learning Models. ICIC Express Letters. 17-24. 01/08/2021
  2. Hung‐Cuong Nguyen, Quyet‐Thang Huynh. New non‐homogeneous Poisson process software reliability model based on a 3‐parameter S‐shaped function. IET Software, Volume 16, Issue 2, 2022, pp. 214-232, Q2, IF=1.150. 214-232. 11/01/2022
  3. Phạm Ngọc Hưng1, Lê Tuấn Phúc1, Trần Thị Thanh Hoa1, Cung Thị Tố Quỳnh1, Lại Quốc Đạt2, Nguyễn Hoàng Dũng2, Đặng Minh Nhật3, Lê Thành Nhân4, Hoàng Quốc Tuấn1. XÁC ĐỊNH NHANH HÀM LƯỢNG LIPID TRONG CÁ BẰNG ĐO QUANG PHỔ NIR KẾT HỢP PHÂN TÍCH HỒI QUY PLS. chemometrics và Ứng dụng. 47. TRƯỜNG ĐẠI HỌC CÔNG NGHIỆP THỰC PHẨM TP.HCM. 26/05/2022
  4. Quyen Tran, Lam Tran, Linh Chu Hai, Linh Ngo Van, Khoat Than.. From implicit to explicit feedback: A deep neural network for modeling sequential behaviours and long-short term preferences of online users. Neurocomputing. 89-105. 14/01/2022
  5. N. T. Duc, N. T. Oanh, N. T. Thuy, T. M. Triet and V. S. Dinh. ColonFormer: An Efficient Transformer Based Method for Colon Polyp Segmentation. IEEE Access. 80575-80586. 25/07/2022
  6. Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh Hung Nguyen, and Minh Do. Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. The 16th Asian Conference on Computer Vision (ACCV2022). 04/12/2022
  7. Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen. Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2022. 28/11/2022
  8. Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya. A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam. Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya. 08/01/2022
  9. Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino. A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting. Sensors. 2905. 08/04/2022
  10. Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen,Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks. 2022 IEEE Wireless Communications and Networking Conference (WCNC). 1-6. 10/04/2022
  11. La Van Quan, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks. ACM Transaction on Sensor Networks. 01/01/2022
  12. Viet Dung Nguyen, Phi Le Nguyen, Kien Nguyen, Phan Thuan Do. Constant Approximation for Opportunistic Sensing in Mobile Air Quality Monitoring System. Computer Networks Journal. 15/01/2022
  13. Tạ Bảo Thắng, Huỳnh Thị Thanh Bình. A hybrid Multifactorial Evolutionary Algorithm and Firefly Algorithm for the Clustered Minimum Routing Cost Tree Problem. Knowledge-Based Systems. 1-14. 14/01/2022
  14. Nguyen Duc Anh, Tran Thi Huong, Nguyen Thanh Tung, Huynh Thi Thanh Binh, Frederica Free Nelson, Le Trong Vinh. Bi-level optimization for charging path and charging time in wireless rechargeable sensor networks. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications IV. 1-16. Florida, United Satets. 06/06/2022
  15. Thi-Thao Nguyen, Quoc-Tuan Hoang, Tien-Thanh Nguyen, Tuan-Anh Pham, Anh-Duong Cao, Hong-Duong Pham, Viet-Hung Le, Thu-Trang Vu, Ngoc-Hung Pham, Tien-Cuong Nguyen, Kim-Anh To, Van-Hung Nguyen, Quyet-Tien Phi, Viet-Hoa Tran, Tat-Thanh Dang, Quoc-Dat Lai, Raoul Lionnet, Son Chu-Ky. Research and Development Prospects for Sugarcane Industry in Vietnam. Sugar Tech. 21/01/2022
  16. Bui Thi Mai Anh, Nguyen Viet Luyen. An Imbalanced Deep Learning Model for Bug Localization. 28th Asia-Pacific Software Engineering Conference. 32-40. Taiwan. 06/12/2021
  17. Hieu Man Duc Trong, Nghia Ngo Trung, Linh Ngo Van, Thien Huu Nguyen. Selecting Optimal Context Sentences for Event-Event Relation Extraction. AAAI Conference on Artificial Intelligence. 11058-11066. USA. 22/02/2022
  18. Viet Dac Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen. Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. Conference on Empirical Methods in Natural Language Processing. 5559–5570. Abu Dhabi, UAE. 07/12/2022
  19. Nguyen Viet Manh, Kieu Dang Nam, Dinh Viet Sang, Thi-Oanh Nguyen. G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation. Procedia Computer Science. 2698-2707. Verona, Italia. 06/09/2022
  20. Tuan Anh Phan, Ngoc Dung Nguyen, Huong Le Thanh, Khac-Hoai Nam Bui. Neural Inverse Text Normalization with Numerical Recognition for Low Resource Scenarios. ACIIDS 2022: Intelligent Information and Database Systems. 582–594. Ho Chi Minh city. 28/11/2022
  21. Tung Nguyen, Trung Mai, Nam Nguyen, Linh Ngo Van, Khoat Than. Balancing stability and plasticity when learning topic models from short and noisy text streams. Neurocomputing. 30-43. 12/07/2022
  22. Anh Duy Nguyen, Phi Le Nguyen, Viet Hung Vu, Quoc Viet Pham, Viet Huy Nguyen, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen. Accurate Discharge and Water Level Forecasting Using Ensemble Learning with Genetic Algorithm and Singular Spectrum Analysis-based Denoising. Nature Scientific Reports. 01/11/2022
  23. Thanh-Chung Dao, Duc Pham, Tien Thao Nguyen, Ba-Lam Do, Binh Minh Nguyen. V-Endpoint: Decentralized Endpoint for Blockchain Applications Based on Spark and Byzantine Consensus. International Symposium on Information and Communication Technology, SoICT. 427-434. Hà Nội, Hạ Long. 01/12/2022
  24. Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen. A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. The 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2022). 01/12/2022
  25. Tran Thi Thanh Hoaa, Pham An Sona, Le Nguyen Yen Nhia, Ta Thi Thaoa, Vu Thi Lan Anha, Do Thi Quynh Chia, Pham Ngoc Hunga, Nguyen Thi Thaoa, Nguyen Hoang Dungb, Ho-ang Quoc Tuana.. DETERMINING AND EVALUATING THE IMPACT OF FACTORS INFLUENCING VIETNAMESE CONSUMERS' ATTITUDES TOWARD 3D-PRINTED FOOD. SUMMER PROGRAM IN SENSORY EVALUATION: From Concept to Market: Sensory Evaluation in Asia. 31-40. Hanoi University of Science and Technology. 29/07/2022
  26. Đào Vũ Hiệp, Mạc Đình Hiếu, Trần Quang Đức. Noise-aware deep learning algorithm for one-stage multispectral pedestrian detection. Journal of Electronic Imaging. 24/05/2022
  27. Phạm Ngọc Hưng, Lê Tuấn Phúc, Trần Thị Thanh Hoa, Cung Thị Tố Quỳnh, Lại Quốc Đạt, Nguyễn Hoàng Dũng, Đặng Minh Nhật, Lê Thành Nhân, Hoàng Quốc Tuấn. Xác định nhanh hàm lượng chất béo trong cá bằng đo quang phổ NIR kết hợp phân tích hồi quy PLS. Tạp chí Khoa học công nghệ và thực phẩm. 46-56. 10/08/2022
  28. K. D. Nam, T. M. Nguyen, T. V. Dieu, M. Visani, T. -O. Nguyen and D. V. Sang. A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment. IEEE Access. 101248-101262. 21/08/2022
  29. Huynh Thi Thanh Binh, Le Van Cuong, Ta Bao Thang, Nguyen Hoang Long. Ensemble Multifactorial Evolution with Biased Skill-Factor Inheritance for Many-task Optimization. IEEE Transactions on Evolutionary Computation. 1-15. 18/11/2022
  30. Tran-Tuan Chu, Mohamed-Aymen Labiod, Hai-Anh Tran, Abdelhamid MELLOUK. GADaM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector. IEEE International Conference on Communications (ICC) 2022. 16/05/2022
  31. Ba-Lam Do, Van-Thanh Nguyen, Hoang-Nam Dinh, Thanh-Chung Dao, BinhMinh Nguyen. Blockchain for Education: Verification and Management of Lifelong Learning Data. Computer Systems Science and Engineering journal. 591-604. 19/11/2021
  32. Tien Nam TIEN, Tien Cuong NGUYEN, Chinh Nghia NGUYEN, Tien Thanh NGUYEN, Tuan Anh PHAM, Ngoc Hung PHAM, Son CHU-KY. Protease increases ethanol yield and decreases fermentation time in no-cook process during very-high-gravity ethanol production from rice. Process Biochemistry. 10-18. 05/03/2022
  33. Bui Quoc Trung, Le Minh Duc, Bui Thi Mai Anh. A Hybrid Approach based on Genetic Algorithm with Ranking Aggregation for Feature Selection. Thirty-Fifth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems. 127-140. Kitakyushu, Japan. 19/07/2022
  34. Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Viet Hung Vu, Phi Le Nguyen, Jun Jo, Quoc Viet Hung Nguyen. Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. Transactions on Information Systems. 19/10/2022
  35. Keita Mitani, Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino. Brain Activity Associated with the Planning Process during the Long-Time Learning of the Tower of Hanoi (ToH) Task: A Pilot Study. Sensors. 1-14. 26/10/2022
  36. Van Son Nguyen, Quang Dung Pham, Thanh Hoang Nguyen, Quoc TrungBui. Modeling and solving a multi-trip multi-distribution center vehicle routing problem with lower-bound capacity constraints. Computers & Industrial Engineering. 18/08/2022
  37. Tuan Linh Dang, Sy Dat Tran, Thuy Hang Nguyen, Suntae Kim, Nicolas Monet. An improved hand gesture recognition system using keypoints and hand bounding boxes. Array. 1-10. 21/09/2022
  38. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Nguyen Hong Ngoc, Nguyen Khanh Van, Shui Yu. A family system based evolutionary algorithm for obstacles-evasion minimal exposure path problem in Internet of Things. Expert Systems with Applications. 1-14. 17/03/2022
  39. Bui Thi Mai Anh, Nguyen Thi Thu Trang, Tran Thi Dinh. A Novel Type-based Genetic Algorithm for Extractive Summarization. Thirty-Fifth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems. 143-155. 19/07/2022
  40. Ha Nguyen, Hoang Pham, Son Nguyen, Ngo Van Linh, Khoat Than. Adaptive infinite dropout for noisy and sparse data streams. Machine Learning. 1-36. 16/03/2022
  41. A Yvan Guifo Fodjo, Mikal Ziane, Serge Stinckwich, Bui Thi Mai Anh, Samuel Bowong. Separation of Concerns in Extended Epidemiological Compartmental Models. Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies. 152-159. Vienna, Austria. 09/02/2022
  42. Manh-Tien-Anh Nguyen, Sondes Bannour Souihi, Hai-Anh Tran, and Sami Souihi. When NLP meets SDN: an application to Global Internet eXchange Network. IEEE International Conference on Communications (ICC), 2022. 16/05/2022
  43. 1. Test. Test. 06/12/2022
  44. Ho Anh, Nguyễn Nhất Hai, Bùi Thị Mai Anh. Combining Deep Learning and Kernel PCA for Software Defect Prediction. SOICT 2022. 360-367. Ha Noi - Quang Ninh. 01/12/2022
  45. Bùi Quốc Trung, Trần Văn Trí, Bùi Thị Mai Anh. Empirical Analysis of Filter Feature Selection Criteria on Financial Datasets. SOICT 2022. 413-419. Hanoi - Quang Ninh. 01/12/2022
  46. Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen. A Lightweight and Efficient GA-based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2022. 09/12/2022
  47. Trung Thanh Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen. Fuzzy Q-learning-based Opportunistic Communication for MEC-enhanced Vehicular Crowdsensing. IEEE Transactions on Network and Service Management. 26/07/2022
  48. Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen. FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. 51st International Conference on Parallel Processing (ICPP). 29/08/2022
  49. Tuan Linh Dang, Huu Thang Nguyen, Duc Manh Dao, Hoang Vu Nguyen, Duc Long Luong, Ba Tuan Nguyen, Suntae Kim, Nicolas Monet. SHAPE: a dataset for hand gesture recognition. Neural Computing and Applications. 21849–21862. 18/07/2022
  50. Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen. Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT2022. 1-6. HaLong. 01/12/2022
  51. Tuan Linh Dang, Tran Sy Dat, Thuy Ha Hoang, Trong Nghia Nguyen, Tuan Minh Vu. Prototype of a parking system with path recommendation. SoICT2022. 309-316. Hanoi-HaLong. 01/12/2022
  52. Lê Văn Cường, Nguyễn Ngọc Bảo, Nguyễn Khánh Phương, Huỳnh Thị Thanh Bình. Dynamic perturbation for population diversity management in differential evolution. GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference. 391-394. 09/07/2022
  53. Tuan Linh Dang, Nhat Minh Ngo. SDNs Delay Prediction Using Machine Learning Algorithms. The Third International Conference on Artificial Intelligence and Computational Intelligence (AICI 2022) (Kỷ yếu được đăng trong Biomedical and Other Applications of Soft Computing). 133-141. Online vì COVID19. 14/01/2022
  54. Hai-Nam Cao, Duc-Thai Do, Viet-Trung Tran, Tuan-Dung Cao & Young-In Song. Synonym Prediction for Vietnamese Occupational Skills. Lecture Notes in Computer Science. 351-362. 19/07/2022
  55. Quang H. Nguyen, Hoang V. Tran, Binh P. Nguyen, and Trang T. T. Do. Identifying Transcription Factors That Prefer Binding to Methylated DNA Using Reduced G-Gap Dipeptide Composition. ACS Omega. 32322–32330. 23/08/2022
  56. Tuan Linh Dang, Viet Tien Ha. Shop Product Tracking and Early Fire Detection Using Edge Devices. The Third International Conference on Artificial Intelligence and Computational Intelligence (AICI 2022) (Kỷ yếu được đăng trong Biomedical and Other Applications of Soft Computing). 121-131. Online vì COVID19. 14/01/2022
  57. Thanh-Dat Nguyen, Thanh Le-Cong, ThanhVu H. Nguyen, Xuan-Bach D. Le, Quyet-Thang Huynh. Toward the Analysis of Graph Neural Networks. IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER),. 116-120. 22/05/2022
  58. Do Bao Son, Ta Huu Binh, Hiep Khac Vo, Binh Minh Nguyen, Binh Huynh Thi Thanh, Shui Yu. Value-based reinforcement learning approaches for task offloading in Delay Constrained Vehicular Edge Computing. Engineering Applications of Artificial Intelligence. 1-14. 14/04/2022
  59. Hiroaki Motohashi, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya. Implementation of P4-based Schedulers for Multipath Communication. IEEE Access. 20/07/2022
  60. Hoang, A.C., Pham, T.P.T., Tran, T.T.H., Pham, N.H., Nguyen, T.T. and Hoang, Q.T.. TOWARD DEVELOPING A HEALTHY TEA PRODUCT FROM GUAVA (PSIDIUM GUAJAVA L.) LEAVES FOR YOUNG CONSUMERS. SUMMER PROGRAM IN SENSORY EVALUATIONFrom Concept to Market: Sensory Evaluation in Asia. 31. Hanoi University of Science and Technology. 29/07/2022
  61. Nguyen, T.T.L.*, Nguyen, Q.N., Pham, T.T., Nguyen, L.H., Pham, N.L., Tran, T.T.H., Pham, N.H. and Hoang, Q.T.. FACTORS AFFECTING CONSUMERS’ INTENTION TOWARD EAT CLEAN: A CASE STUDY IN HANOI CITY. SUMMER PROGRAM IN SENSORY EVALUATION: From Concept to Market: Sensory Evaluation in Asia. 21. Hanoi University of Science and Technology. 29/07/2022
  62. Son-Tung Tran, Van-Hung Le, Van-Nam Hoang, Khoat Than, Thanh-Hai Tran, Hai Vu, Thi-Lan Le. A Local Structure-aware 3D Hand Pose Estimation Method for Egocentric Videos. 2022 IEEE Ninth International Conference on Communications and Electronics (ICCE). Nha Trang. 27/07/2022
  63. Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew C. H. Chua, Trang T. T. Do, Nhung Nghiem. Bone age assessment and sex determination using transfer learning. Expert Systems with Applications. 1-11. 15/03/2022
  64. Le Tuan Phuc1*, Tran Thi Thanh Hoa1, Cung Thi To Quynh1, Lai Quoc Dat2, Nguyen Hoang Dzung2, Dang Minh Nhat3, Le Thanh Nhan4, Hoang Quoc Tuan1, Pham Ngoc Hung1. Application of Near-Infrared Spectroscopy with Partial Least Square Regression to Predict K-value in Fish. Smart Cities for ASEAN: Experiences and Innovations. An International Symposium. The University of Danang - University of Science and Technology. 19/12/2022
  65. Le Tuan Phuc1*, Tran Thi Thanh Hoa1, Cung Thi To Quynh1, Lai Quoc Dat2, Nguyen Hoang Dzung2, Dang Minh Nhat3, Le Thanh Nhan4, Hoang Quoc Tuan1, Pham Ngoc Hung1. Convolutional neural network (CNN) model for histamine prediction based on NIR spectroscopy. Smart Cities for ASEAN: Experiences and Innovations. An International Symposium. The University of Danang - University of Science and Technology. 19/12/2022
  66. Linh Ngo Van, Nam Le Hai, Hoang Pham, Khoat Than. Auxiliary Local Variables for Improving Regularization/Prior Approach in Continual Learning. PAKDD: Pacific-Asia Conference on Knowledge Discovery and Data Mining. 16-28. Chengdu, China. 15/05/2022
  67. Nam-Thang Hoang, Cong-Son Duong, Cong-Son Duong, Van Tong, Hai-Anh Tran. Knowledge-defned Heterogeneous Network: Use-case of QoS-based Server and Route Selection in Large-scale. SoICT 2022: The 11th International Symposium on Information and Communication Technology. 150-157. Hanoi, Vietnam. 01/12/2022
  68. Nhat-Hoa Tran. Model Checking Techniques Enable Schedulability Analysis of Real-Time Systems. SoICT 2022: The 11th International Symposium on Information and Communication Technology. 336–343. Hanoi. 01/12/2022
  69. Viet-Trung Tran, Hai-Nam Cao & Tuan-Dung Cao. A Practical Method for Occupational Skills Detection in Vietnamese Job Listings. Asian Conference on Intelligent Information and Database Systems. Ho Chi Minh, Vietnam. 28/11/2022
  70. Son Nguyen Van, Nhan Vu Thi Hong, Dung Pham Quang, Hoai Nguyen Xuan, Behrouz Babaki, Anton Dries. Novel online routing algorithms for smart people-parcel taxi sharing services. ETRI Journal. 220-231. 20/02/2022
  71. Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino. An Efficient Automatic Fruit-360 Image Identification and Recognition Using a Novel Modified Cascaded-ANFIS Algorithm. Sensors. 4401. 08/06/2022
  72. Do Thi Thuy Nga*, Nguyen Nhat Mai, Do Thi Quynh Chi, Tran Thi Thanh Hoa, Phạm Ngọc Hung, Nguyen Thi Thao, Hoang Quoc Tuan. FACTORS AND LEVELS AFFECTING VIETNAMESE CONSUMERS’ PURCHASE INTENTIONS RELATED TO KOMBUCHA TEA. SUMMER PROGRAM IN SENSORY EVALUATION: From Concept to Market: Sensory Evaluation in Asia. 19-30. Hanoi University of Science and Technology. 29/07/2022
  73. Tran Xuan Bach, Nguyen Duc Anh, Ngo Van Linh, Khoat Than. Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams. IEEE Transactions on Knowledge and Data Engineering. 1-9. 23/12/2021
  74. Vinh Van Nguyen, Ha Nguyen, Huong Thanh Le, Thai Phuong Nguyen, Tan Van Bui, Luan Nghia Pham, Anh Tuan Phan, Cong Hoang-Minh Nguyen, Viet Hong Tran and Anh Huu Tran. KC4MT: A High-Quality Corpus for Multilingual Machine Translation. The 13th Language Resources and Evaluation Conference. 5494‑5502. Marseille, France. 20/06/2022
  75. Nguyen Thi Thu Trang, Dang Trung Duc Anh, Vu Quoc Viet and Park Woomyoung. Advanced Joint Model for Vietnamese Intent Detection and Slot Tagging. 8th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2022). 125-135. Danang, Vietnam. 21/04/2022
  76. Vien Truong Nguyen, Quang-Van Doan, Ngoc Nguyen Tran, Ly Thi Mai Luong, Pham Minh Chinh, Phong K Thai, Dung Phung, Hong H T C Le, Tran Ngoc Dang. The protective effect of green space on heat-related respiratory hospitalization among children under 5 years of age in Hanoi, Vietnam. Environmental Science and Pollution Research. 20/05/2022
  77. Minh Hai Vu, Giang T. T. Nguyen, Hai Dang Tran, Thanh Trung Nguyen, Phan Thuan Do, Phi Le Nguyen, Kien Nguyen. An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. SoICT2022. 193–200. 01/12/2022
  78. Hoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than. Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation. PAKDD: Pacific-Asia Conference on Knowledge Discovery and Data Mining. 106-117. Chengdu, China. 15/05/2022
  79. Lưu Minh Trí, Trần Hoàng Hải, Vũ Văn Thiệu. BKIDSet 2022 - Toward Generating a new DDoS Intrusion Detection Dataset. CITA (Conference on Information Technology and its Applications) 2022. 536-545. Huế. 22/07/2022
  80. Tuan Anh Nguyen Dinh, Anh Duy Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen. Spatial-temporal Coverage Maximization in Vehicle-based Mobile Crowdsensing for Air Quality Monitoring. 2022 IEEE Wireless Communications and Networking Conference (WCNC). 1-6. 10/04/2022
  81. Quang H. Nguyen, Hoang H. Ngo, Thanh-Hoang Nguyen-Vo, Trang T.T. Do, Susanto Rahardja and Binh P. Nguyen. eMIC-AntiKP: Estimating minimum inhibitory concentrations of antibiotics towards Klebsiella pneumoniae using deep learning. Computational and Structural Biotechnology Journal. 751-757. 23/01/2023
  82. Duc-Huy Pham, Quang-Anh Do, Thanh Thi-Hien Duong, Thi Lan Le, Phi-Le Nguyen. End-to-end Visual-guided Audio Source Separation with Enhanced Losses. 2022 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). Thai Lan. 07/11/2022
  83. Dieu Vu, Khang Truong, Khanh Nguyen, Linh Ngo Van, Khoat Than. Revisiting Supervised Word Embeddings. Journal of Information Science and Engineering. 413-427. 17/08/2020
  84. Nam-Thang Hoang, Hai-Nam Nguyen, Hai-Anh Tran, and Sami Souihi. A Novel Adaptive East–West Interface for a Heterogeneous and Distributed SDN Network. Electronics. 16/03/2022
  85. Nghia Ngo Trung, Linh Ngo Van, Thien Huu Nguyen. Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning. International Conference on Computational Linguistics. 4741–4752. 12/10/2022
  86. Bui My Hanh, Le Tuan Linh, Nguyen Ngoc Cuong, Thanh Binh Nguyen, Luu Tien Doan, Chung Duy Le, Vu Tat Giao, Thi Ly Ly Ngo, Thi Hong Xuyen Hoang, Nguyen Duc Thang, Nguyen Tu Anh, Nguyen Duc Dan, Nguyen Viet Dung, Tran Vinh Duc, Quang H Nguyen, Anh Nguyen, Nguyen Hoang Phuong. Convolutional Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening for Vietnamese patients. Applied Artificial Intelligence. 18/11/2022
  87. Namal Rathnayake, Tuan Linh Dang , Yukinobu Hoshino. Designing and Implementation of Novel Ensemble model basedon ANFIS and Gradient Boosting methods for Hand Gestures. SoICT 2022. 283-289. Hanoi-HaLong. 01/12/2022
  88. Viet-Trung Tran; Van-Sang Tran; Xuan-Bang Nguyen; The-Trung Tran. A liveness detection protocol based on deep visual-linguistic alignment. International Conference on Knowledge and Systems Engineering (KSE). 19/10/2022
  89. Papa Bara, Tran-Tuan Chu, Mohamed Aymen Labiod, Brice Augustin, Hai-Anh Tran, Abdelhamid Mellouk. Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments. The Symposium on Information and Communication Technology (SoICT). Hạ Long, Vietnam. 01/12/2022
  90. Do Tuan Anh; Nguyen Hoang Long; Tran Van Diep; Huynh Thi Thanh Binh. A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. 2022 IEEE Congress on Evolutionary Computation (CEC). 1-8. Padua, Italy. 18/07/2022
  91. Nguyen Binh Minh; Nguyen Thieu; Tran Trung; Nguyen Giang. An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. International Journal of Computational Intelligence Systems. 17/10/2022
  92. Phạm Đăng Hải, Ban Hà Bằng. Multifactorial Evolutionary Algorithm for Simultaneous Solution of TSP and TRP. The journal Computing and Informatics. 1370–1397. 18/02/2022
  93. Viet-Bang Pham, Tuan-Dat Trinh. Analysis Model for Decentralized Lending Protocols. SoICT 2022: The 11th International Symposium on Information and Communication Technology. 405-412. 01/12/2022
  94. Minh Anh Nguyen, Hai Long Luong, Minh Hoang Ha, Ha-Bang Ban. An efficient branch-and-cut algorithm for the parallel drone scheduling traveling salesman problem. 4OR. 08/11/2022
  95. Nhat-Hoa Tran, Toshiaki Aoki. SSpinJa: Facilitating Schedulers in Model Checking. 2021 IEEE 21st International Conference on Software Quality, Reliability and Security (QRS). 632-641. Hainan, China. 06/12/2021
  96. Tung Doan and Atsuhiro Takasu. Kernel Clustering With Sigmoid Regularization for Efficient Segmentation of Sequential Data. IEEE Access. 62848-62862. 03/06/2022
  97. Thanh X. Le, An T. Le, Quang H. Nguyen. Emotional Vietnamese Speech Synthesis Using Style-Transfer Learning. Computer Systems Science & Engineering. 1263–1278. 21/02/2022
  98. Do Thi Quynh Chi, Tran Thi Hanh, Tran Thi Thanh Hoa, Le Tuan Phuc, Pham Ngoc Hung, Nguyen Thi Thao, Hoang Quoc Tuan. factors and levels affecting Vietnamese consumer' purchase intentions related to nut milk. proceeding. 59-90. Hanoi, Vietnam. 13/10/2022
  99. Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen, Phan Thuan Do. A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs. The 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022). 20/10/2022
  100. Hai-Anh Tran, Duc Tran, and Abdelhamid Mellouk. State-Dependent Multi-Constraint Topology Configuration for Software-Defined Service Overlay Networks. IEEE/ACM Transactions on Networking. 01/03/2022
  101. Thi-Thanh Ha, Van-Nha Nguyen, Kiem-Hieu Nguyen, Kim-Anh Nguyen, Quang-Khoat Than. Utilizing SBERT For Finding Similar Questions in Community Question Answering. 13th International Conference on Knowledge and Systems Engineering (KSE). 1-6. Bangkok, Thailand. 10/11/2021
  102. Vu Van Thieu, Nguyen The Anh, Tran Hoang Hai. A Variational Information Bottleneck Method for Network Intrusion Detection. Journal of Communications. 533-540. 01/07/2022
  103. Van Son Nguyen, Quang Dung Pham. Solving a Real-World Problem of Truck-Trailer Scheduling in Container Transportation by Local Search. Journal of Science and Technology. 064-073. 28/03/2022
  104. Thi Hong Vuong, Tung Doan, Atsuhiro Takasu. Sensor data alignment for multi-view bridge monitoring. International Conference on Bridge Maintenance, Safety and Management (IABMAS). 1598-1606. Barcelona, Spain. 11/07/2022
  105. Hung Cuong Nguyen, Manh Cuong Dao, Thanh Trung Nguyen, Ngoc Khanh Doan, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. Deep Reinforcement Learning-based Charging Algorithm for Target Coverage and Connectivity in WRSNs. he 2022 Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC), 2022. 12/10/2022
  106. Quang-Hien Kha, Thi-Oanh Tran, Trinh-Trung-Duong Nguyen, Van-Nui Nguyen, Khoat Than, Nguyen Quoc Khanh Le. An interpretable deep learning model for classifying adaptor protein complexes from sequence information. Methods. 90-96. 22/09/2022
  107. Hanh Pham Van, Huong Le Thanh. Improving Khmer-Vietnamese Machine Translation with Data Augmentation methods. SoICT 2022: The 11th International Symposium on Information and Communication Technology. 276–282. Vietnam. 01/12/2022
  108. Khoa Nguyen, Dung Nguyen, Nghia Vu, Khoat Than. Random Generative Adversarial Networks. The 11th International Symposium on Information and Communication Technology. 01/12/2022

Publications in 2021

  1. Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Canh Hao Nguyen, Khoat Than. Boosting prior knowledge in streaming variational Bayes. Neurocomputing. 143-159. 01 February 2021
  2. Tuan Linh Dang, Van Chuong Do. Fine-Grained Network Traffic Classification Using Machine Learning: Evaluation and Comparison. AICI 2021 (kỷ yếu được đăng trong Studies in Computational Intelligence Book Series, index bởi Scopus). 151-162. Viện Công nghệ thông tin, Viện Hàn lâm KHCN Việt Nam, Hà Nội, Việt Nam. 15 January 2021
  3. Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino. A Novel Optimization Algorithm: Cascaded Adaptive Neuro-Fuzzy Inference System. International Journal of Fuzzy Systems. 1-17. 19 February 2021
  4. Tuan Linh Dang, Thang Cao, Yukinobu Hoshino. Engraved digit detection using HOG-real AdaBoost and deep neural network. Turkish Journal of Electrical Engineering & Computer Sciences. 138-151. 11 September 2020
  5. Dung Phung, Thong Nguyen-Huy, Ngoc Nguyen Tran, Dang Ngoc Tran, Van Quang Doan, Son Nghiem, Nga Huy Nguyen, Trung Hieu Nguyen, Trude Bennett. Hydropower dams, river drought and health effects: A detection and attribution study in the lower Mekong Delta Region. Climate Risk Management. 25 January 2021
  6. Tran Thi Thanh Hai, Nguyen Tien Hai, Dinh Viet Sang. Significant Trajectories and Locality Constrained Linear Coding for Hand Gesture Representation. ICCE. 359-364. Phu Quoc, Vietnam. 13 January 2021
  7. Tuan Minh Luu, Huong Thanh Le, Tan Minh Hoang. A HYBRID MODEL USING THE PRETRAINED BERT AND DEEP NEURAL NETWORKS WITH RICH FEATURE FOR EXTRACTIVE TEXT SUMMARIZATION. Journal of Computer Science and Cybernetics. 123--143. 13 May 2021
  8. Minh-Tuan Luu, Thanh-Huong Le, Minh-Tan Hoang. An Effective Deep Learning Approach for Extractive Text Summarization. IJCSE Indian Journal of Computer Science and Engineering. 434-444. 07 April 2021
  9. Nguyen Van Son, Le Thanh Huong, Nguyen Chi Thanh. A two-phase plagiarism detection system based on multi-layer LSTM Networks. IAES International Journal of Artificial Intelligence. 636-648. 26 February 2021
  10. Nguyen Thi Thu Trang, Nguyen Hoang Ky, Albert Rilliard, Christophe D’Alessandro. Prosodic Boundary Prediction Model for Vietnamese Text-To-Speech. The 22th Conference of the International Speech Communication Association (Interspeech 2021). Brno, Czech Republic. 30 August 2021
  11. Bùi Thị Mai Anh, Nguyễn Thị Thu Trang. A Feature-Augmented Deep Learning Model for Extractive Summarization. INISCOM 2021. Vol 379. Le Quy Don University, Hanoi, Vietnam. 22 April 2021
  12. Dang Trung Duc Anh, Nguyen Thi Thu Trang. TDP – A Hybrid Diacritic Restoration with Transformer Decoder. The 34th Pacific Asia Conference on Language, Information and Computation (PACLIC 2020). 76-83. Hanoi, Vietnam. 24 October 2020
  13. Thi-Thanh Ha, Van-Nha Nguyen, Kiem-Hieu Nguyen, Kim Anh Nguyen, Tien-Thanh Nguyen. Utilizing Bert for Question Retrieval on Vietnamese E-commerce Sites. Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation. 92-99. Hanoi, Vietnam. 24 October 2020
  14. Thi-Trang Nguyen, Huu-Hoang Nguyen, Kiem-Hieu Nguyen. A Study on Seq2seq for Sentence Compression in Vietnamese. Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation. 488-495. Hanoi, Vietnam. 24 October 2020
  15. NGUYEN THI MY BINH, HUYNH THI THANH BINH, NGUYEN HONG NGOC,MAI DANG QUAN ANH, NGUYEN KHANH PHUONG. MAXIMIZING LIFETIME OF HETEROGENEOUS WIRELESS TURNABLE CAMERA SENSOR NETWORKS ENSURING STRONG BARRIER COVERAGE. Journal of Computer Science and Cybernetics (Tạp Chí Tin học và Điều Khiển học). 57-70. 21 March 2021
  16. Tuan Anh Do, Huynh Thi Thanh Binh, Hoang Long Nguyen, Bao Thang Ta, Simon S. A Two-level Genetic Algorithm for Inter-domain Path Computation under Node-defined Domain Uniqueness Constraints. 2021 IEEE Congress on Evolutionary Computation. 1-8. Poland. 28 June 2021
  17. Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkarx, Yusheng Ji. GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network. IEEE International Conference on Communications. 1-8. Canada. 14 June 2021
  18. Do Tuan Anh, Nguyen Hoang Long, Ta Bao Thang, Huynh Thi Thanh Binh, Simon Su. A two-level strategy based on evolutionary algorithm to solve the inter-domain path computation under node-defined domain uniqueness constraint. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III. 1-8. USA. 12 April 2021
  19. Tien Thanh Le, Van Cuong Le, Bao Thang Ta, Huynh Thi Thanh Binh. Multi-Armed Bandits for Many-task Evolutionary Optimization. IEEE Congress on Evolutionary Computation. 1-8. Poland. 28 June 2021
  20. Tran Cong Dao, Tran Huy Hung, Nguyen Thi Tam, Huynh Thi Thanh Binh. A multifactorial evolutionary algorithm for minimum energy cost data aggregation tree in wireless sensor networks. IEEE Congress on Evolutionary Computation. 1-8. Poland. 28 June 2021
  21. Le Van Cuong, Tran Thi Huong, Huynh Thi Thanh Binh. A multi-task approach for maximum survival ratio problem in large-scale wireless rechargeable sensor networks. IEEE Congress on Evolutionary Computation. 1-8. Poland. 28 June 2021
  22. Tran Thi Huong, Le Van Cuong, Nguyen Bao Ngoc, Ngo Minh Hai, Huynh Thi Thanh Binh. Effective partial charging scheme for minimizing the energy depletion and charging cost in wireless rechargeable sensor networks. IEEE Congress on Evolutionary Computation. 1-8. Poland. 28 June 2021
  23. Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji. Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction. IFIP/IEEE International Symposium on Integrated Network Management. 1-8. France. 17 May 2021
  24. Manh Hung Dinh, Ngoc Thach Hoang, Mai Phuong Nguyen, Phi Le Nguyen, Phan Thuan Do. Node Deployment Optimization for Target Coverage and Connectivity in WSNs with a Delay-constrained Mobile Sink. ICCE 2020. Phu Quoc Island. 13 January 2021
  25. Ban Hà Bằng, Nguyễn Khánh Phương. A hybrid metaheuristic for Solving Asymmetric Distance-Constrained Vehicle Routing Problem. J. Computational Social. 1-19. 21 December 2020
  26. Quang Ngoc Nguyen, Nghia Nguyen Duc, Phuong Khanh Nguyen. Two-echelon Multi-trip Multi-traffic Pickup and Delivery with Time Windows and Synchronization. Journal of Science and Technology. 25-32. 01 May 2021
  27. 1. Applying Metaheuristic for Time-Dependent Traveling Salesman Problem in Post-Disaster. J. International Journal of Computational Intelligence Systems. 1087-1107. 07 February 2021
  28. 1. Variable Neighborhood Search based Algorithm to Solve the Minimum Back-Walk-Free Latency Problem. International Journal of Computer Applications in Technology. 55-64. 30 May 2020
  29. 1. Penalty Variable Neighborhood Search for the Bounded Single-Depot Multiple Traveling Repairmen Problem. J. Informatica. 93–104. 28 December 2020
  30. 1. A metaheuristic for the Deliveryman Problem with Time Windows. J. Combinatorial Optimization. 794–816. 12 March 2021
  31. Anh Duy Nguyen, Viet Hung Vu, Minh Hieu Nguyen, Duc Viet Hoang, Thanh Hung Nguyen, Kien Nguyen, and Phi Le Nguyen. Efficient Prediction of Discharge and WaterLevels Using Ensemble Learning andSingular-Spectrum Analysis-based Denoising. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2021. 24 July 2021
  32. Phi Le Nguyen, Yusheng Ji, Minh Khiem Pham, Hieu Le, Thanh Hung Nguyen. (1+epsilon)2- and Polynomial-Time Approximation Algorithms for Network Lifetime Maximization with Relay Hop Bounded Connected Target Coverage in WSNs. IEEE Sensors. 9577 - 9599. 13 January 2021
  33. Kien Nguyen, Phi Le Nguyen, Li Zhe-tao, Hiroo Sekiya. Empowering 5G Mobile Devices with Network Softwarization. IEEE Transactions on Network and Service Management. 30 June 2021
  34. Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac. Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks. Wireless Networks -Springer. 01 January 2021
  35. Minh Hieu Nguyen, Phi Le Nguyen, Kien Nguyen, Van An Le, Thanh-Hung Nguyen, Yusheng Ji. PM2.5 Prediction Using Genetic Algorithm-based Feature Selection and Encoder-Decoder Model. IEEE Access. 57338 - 57350. 05 April 2021
  36. Duc-Huy LE, Hai-Anh TRAN, and Sami SOUIHI. A Reinforcement Learning-based solution for Intra-domain Egress Selection. IEEE International Conference on High Performance Switching and Routing (HPSR21). Paris, France. 07 June 2021
  37. Hai-Anh TRAN, Thi-Thanh-Tu NGUYEN, Sami SOUIHI, and Abdelhamid MELLOUK. Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks. IFIP/IEEE International Symposium on Integrated Network Management, 2021. 99-106. Bordeaux, France. 17 May 2021
  38. Duc-Huy LE, Hai-Anh TRAN, Sami SOUIHI, and Abdelhamid MELLOUK. An AI-based Traffic Matrix Prediction Solution for Software-Defined Network. IEEE International Conference on Communications (ICC), 2021. Online. 14 June 2021
  39. The-Anh Le, Quyet-Thang Huynh, Thanh-Hung Nguyen. A New Method to Improve Quality Predicting of Software Project Completion Level. Industrial Networks and Intelligent Systems, INISCOM 2021. 211-219. Hanoi. 22 April 2021
  40. Bùi Thị Mai Anh, Nguyễn Nhất Hải. Adaptive Ranking Relevant Source Files for Bug Reports Using Genetic Algorithm. SOMET 2021. Cacun, Mexico. 21 September 2021
  41. Nguyen,V.-Q., Nguyen,V.-H., Nguyen, M.-Q.,Huynh, Q.-T, Kim K. Efficiently Estimating Joining Cost of Subqueries in Regular Path Queries. Electronics. 1-16. 19 April 2021
  42. Dac-Nhuong Le, Gia Nhu Nguyen, Trinh Ngoc Bao, Nguyen Ngoc Tuan, Huynh Quyet Thang, Suresh Chandra Satapathy. MMAS Algorithm and Nash Equilibrium to Solve Multi-Round Procurement Problem. Advances in Systems, Control and Automations. Lecture Notes in Electrical Engineering, vol 708.. 273-284. 05 March 2020
  43. Le TA., Huynh QT., Nguyen TTN., Thi MH.T.. A New Method for Enhancing Software Effort Estimation by Using ANFIS-Based Approach. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol 379. 195-210. Hanoi. 22 April 2021
  44. Wai Kin Koh, Quang H. Nguyen, Youheng Ou Yang, Tianma Xu, Binh P. Nguyen, and Matthew Chin Heng Chua. End-to-end Hand Rehabilitation System with Single-shot Gesture Classification for Stroke Patients. Biomedical and Related Applications. Studies in Computational Intelligence. 59-67. 17 June 2021
  45. Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T.T. Do, James F. Mbinta, Colin R. Simpson. Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings. Biomedical Signal Processing and Control. 1-6. 24 April 2021
  46. Alysa Tan, Bryan Kwek, Kenneth Anthony, Vivian Teh, Yifan Yang, Quang H. Nguyen, Binh P. Nguyen, and Matthew Chin Heng Chua. Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement using RetinexNet and Dehazing. Biomedical and Related Applications. Studies in Computational Intelligence. pp 93-105. 17 June 2021
  47. Nguyen Binh Minh; Hoang Bao; Nguyen Thieu; and Nguyen Giang. nQSV-Net: A Novel Queuing Search Variant for Global Space Search and Workload Modeling. Journal of Ambient Intelligence and Humanized Computing. 0. 05 November 2020
  48. Canh-Tuan Tran, Van-Duy Pham, Thang Nguyen, Huu-Hai-Quan Dinh, Minh-Tri Hoang, Thanh-Chung Dao, Binh Minh Nguyen, Ba-Lam Do. A Novel Approach for Developing Decentralized Storage and Sharing Systems. Proceedings of the 3rd ACM International Symposium on Blockchain and Secure Critical Infrastructure. 51-62. 07 June 2021
  49. Thang Nguyen; Khiem Doan; Giang Nguyen; Binh Minh Nguyen. Modeling Multi-constrained Fog-cloud Environment for Task Scheduling Problem. The 19th International Symposium on Network Computing and Applications (NCA 2020). 1-10. Cambridge, MA, USA, USA. 24 November 2020
  50. Binh Minh Nguyen, Thang Nguyen, Thieu Nguyen, Ba-Lam Do. MPoC - A Metaheuristic Proof of Criteria Consensus Protocol for Blockchain Network. IEEE International Conference on Blockchain and Cryptocurrency (ICBC). 1-8. 03 May 2021
  51. Vinh Duc Tran, Igor Litovsky. One-relation languages and code generators. RAIRO - Theoretical Informatics and Applications. 1-24. 09 March 2021

Publications in 2020

  1. Anh Phan Tuan, Bach Tran, Thien Huu Nguyen, Linh Ngo Van, Khoat Than. Bag of biterms modeling for short texts. Knowledge and Information Systems. 4055 - 4090. 05 October 2020
  2. Rui Shu, Tung Nguyen, Yinlam Chow, Tuan Pham, Khoat Than, Mohammad Ghavamzadeh, Stefano Ermon, Hung H. Bui. Predictive Coding for Locally-Linear Control. Proceedings of the 37th International Conference on Machine Learning (ICML). 1-9. 15 July 2020
  3. Van-Son Nguyen, Duc-Tung Nguyen, Linh Ngo Van, Khoat Than. Infinite Dropout for training Bayesian models from data streams. 2019 IEEE International Conference on Big Data (Big Data). 125-134. USA. 24 February 2020
  4. Tuc Nguyen, Linh Ngo Van, Khoat Than. Modeling the sequential behaviors of online users in recommender systems. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. 114131O. 28 May 2020
  5. Xuan Bui, Hieu Vu, Oanh Nguyen, Khoat Than. MAP Estimation With Bernoulli Randomness, and Its Application to Text Analysis and Recommender Systems. IEEE Access. 127818 - 127833. 22 June 2020
  6. Linh Ngo, Anh Nguyen-Duc, Binh Nguyen, Khoat Than. Neural Poisson Factorization. IEEE Access. 106395-106407. 12 May 2020
  7. Vũ Văn Quang, Ngô Văn Linh, Vũ Toàn Thắng, Đoàn Văn Phúc. Vehicle speed estimation using two roadside passive infrared sensors. International Journal of Modern Physics B. 06 June 2020
  8. Tuan Linh Dang, Gia Tuyen Nguyen, Thang Cao. OBJECT TRACKING USING IMPROVED DEEP SORT YOLOV3 ARCHITECTURE. ICIC Express Letters. 961-969. 01 June 2020
  9. Anh-Vu Bui, Thi-Oanh Nguyen. Multi-view Human Action Recognition Based on TSN Architecture Integrated with GRU. Procedia Computer Science, Elsevier, 24nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES). 948-955. 16 September 2020
  10. Van-Sang Tran, Thi-Oanh Nguyen, Ha-Quang Thai. A camera-based solution for customer behavior identification. 2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). Hanoi, Viet Nam. 08 October 2020
  11. Ngoc Nguyen Tran, Alfredo Huete, Ha Nguyen, Ian Grant, Tomoaki Miura, Xuanlong Ma, Alexei Lyapustin, Yujie Wang, Elizabeth Ebert. Seasonal Comparisons of Himawari-8 AHI and MODIS Vegetation Indices over Latitudinal Australian Grassland Sites. Remote Sensing. 1-21 (2494). 01 August 2020
  12. Xuanlong Ma, Alfredo Huete, Ngoc Nguyen Tran, Jian Bi, Sicong Gao, Yelu Zeng. Sun-Angle Effects on Remote-Sensing Phenology Observed and Modelled Using Himawari-8. Remote Sensing. 1-23 (1339). 23 April 2020
  13. Dinh Viet Sang, Tran Quang Chung, Nguyen Duc Dung, In Seop Na. Attention ResCUNet-GAN: A Novel Facial UV Map Completion for Pose-invariant Face Recognition. HCIS Workshop 2020. 24 February 2020
  14. In Seop Na, Chung Tran, Dung Nguyen, Sang Dinh. Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets. Human-centric Computing and Information Sciences 2020. 10 November 2020
  15. Nguyen Thanh Hau, Le Cong Hau, Dinh Viet Sang, Tingting Yao, Wei Li, Zhiyong Wang. Efficient Brain Tumor Segmentation with Dilated Multi-fiber Network and Weighted Bi-directional Feature Pyramid Network. DICTA 2020. 30 November 2020
  16. Nguyen Thanh Dat, Nguyen Dang Tuan Anh, Dinh Viet Sang. PCA-based 3D Facial Reenactment From Single Image. MAPR 2020. 1-6. Hà Nội. 08 October 2020
  17. Tran Quang Chung, Hoang Cao Huyen, Dinh Viet Sang. A Novel Generative Model to Synthesize Face Images for Pose-invariant Face Recognition. MAPR 2020. 1-6. 08 October 2020
  18. Viet Nguyen Quoc, Huong Le Thanh, Tuan Luu Minh. Abstractive Text Summarization Using LSTMs with Rich Features. 16th International Conference of the Pacific Association for Computational Linguistics. 28-40. Hanoi. 11 October 2019
  19. Van-Hai Vu, Quang-Phuoc Nguyen, Kiem-Hieu Nguyen, Joon-Choul Shin, Cheol-Young Ock. Korean-Vietnamese Neural Machine Translation with Named Entity Recognition and Part-of-Speech Tags. IEICE Transactions on Information and Systems. 866-873. 01 April 2020
  20. Thanh Thi Ha, Atsuhiro Takasu, Thanh Chinh Nguyen, Kiem Hieu Nguyen, Van Nha Nguyen, Kim Anh Nguyen, Son Giang Tran. Supervised attention for answer selection in community question answering. IAES International Journal of Artificial Intelligence. 203. 01 June 2020
  21. Phan Thi Hong Hanh, Pham Dinh Thanh, Binh Huynh Thi Thanh. Evolutionary Algorithm and Multifactorial Evolutionary Algorithm on Clustered Shortest-Path Tree problem. Information Sciences. 280-304. 12 October 2020
  22. Nguyen Thi My Binh, Abdelhamid Mellouk, Huynh Thi Thanh Binh, Le Vu Loi, Dang Lam San, Tran Hai Anh. An Elite Hybrid Particle Swarm Optimization for Solving Minimal Exposure Path Problem in Mobile Wireless Sensor Networks. Sensors. 2586. 01 May 2020
  23. Nguyen Thi Tam, Tran Quang Tuan, Huynh Thi Thanh Binh, Ananthram Swami. Multifactorial evolutionary optimization for maximizing data aggregation tree lifetime in wireless sensor networks. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications II. 28 April 2020
  24. Pham Dinh Thanh, Huynh Thi Thanh Binh, Tran Ba Trung, Nguyen Binh Long. Multifactorial Evolutionary Algorithm for Solving Clustered Tree Problems: Competition among Cayley Codes. Memetic Computing. 185-217. 05 August 2020
  25. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son. Minimal Relay Node Placement for Ensuring Network Connectivity in Mobile Wireless Sensor Networks. The 19th IEEE International Symposium on Network Computing and Applications. 1-8. Taiwan. 24 November 2020
  26. Huong Tran, Thi Thanh Binh Huynh, Phi Le Nguyen, Cao Thanh Long Doan, Dinh An Vuong, Trong Vinh Le. Optimizing Charging Locations and Charging Time for Energy Depletion Avoidance in Wireless Rechargeable Sensor Networks. CEC 2020. 1-8. UK. 19 July 2020
  27. Huynh Thi Thanh Binh, Pham Dinh Thanh, Tran Ba Trung, Le Cong Thanh, Le Minh Hai Phong, Ananthram Swami, Bui Thu Lam. A Multifactorial Optimization Paradigm for Linkage Tree Genetic Algorithm. Information Sciences. 325-344. 01 November 2020
  28. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Nguyen Van Linh, Shui Yu. Efficientmeta-heuristic approaches in solving minimal exposure path problem for heterogeneous wireless multimedia sensor networks in internet of things. Applied Intelligence. 1889–1907. 20 January 2020
  29. Bing Chen, Zhang Jiale, Chen Bing, Cheng Xiang, Huynh Thi Thanh Binh, Yu, Shui. PoisonGAN: Generative Poisoning Attacks against Federated Learning in Edge Computing Systems. IEEE Internet of Things Journal. 3310-3322. 02 September 2020
  30. Nguyen Thi Tam, Huynh Thi Thanh Binh, Vi Thanh Dat, Phan Ngoc Lan, Le Trong Vinh. Towards optimal wireless sensor network lifetime in three dimensional terrains using relay placement metaheuristics. Knowledge Based Systems. 106407. 12 August 2020
  31. Pham Dinh Thanh, Huynh Thi Thanh Binh, Tran Ba Trung. An efficient strategy for usingmultifactorial optimization to solve the clustered shortest path tree problem. Applied Intelligence. 1233–1258. 09 January 2020
  32. Nguyen Thi Tam, Huynh Thi Thanh Binh, Dinh Anh Dung, Tran Huy Hung, Shui Yu. Exploiting relay nodes for maximizing wireless underground sensor network lifetime. Applied Intelligence. 4568–4585. 25 July 2020
  33. Huynh Thi Thanh Binh, Thang Ta Bao, Long Nguyen Binh, Hoang Ngo Viet, Thanh Pham Di. Multifactorial Evolutionary Algorithm for Inter-Domain Path Computation under Domain Uniqueness Constraint. IEEE Congress on Evolutionary Computation. 1-8. UK. 19 July 2020
  34. Huynh Thi Thanh Binh, Nguyen Phi Le, Nguyen Binh Minh, Trinh Thu Hai, Ngo Quang Minh, Do Bao Son. A Reinforcement Learning Algorithm for Resource Provisioning in Mobile Edge Computing Network. International Joint Conference on Neural Networks (IJCNN). 1-7. Online. 19 July 2020
  35. Keiichi Kaneko, Son Van Nguyen, Huynh Thi Thanh Binh. Pairwise Disjoint Paths Routing in Tori. IEEE Access. 192206 - 192217. 21 October 2020
  36. Huynh Thi Thanh Binh, Pham Dinh Thanh. Two Levels Approach Based on Multifactorial Optimization to Solve the Clustered Shortest Path Tree Problem. Evolutionary Intelligence. 1-19. 24 June 2020
  37. Huong Mai Dinh, Dung Viet Nguyen, Long Van Truong, Thuan Phan Do, Thao Thanh Phan, Nghia Duc Nguyen. Cycle time enhancement by simulated annealing for a practical assembly line balancing problem. Informatica. 127-138. 01 June 2020
  38. Đinh Mai Hương, Trương Văn Long, Đỗ Phan Thuận, Phan Thanh Thảo. Application of Exhaustive Search for Optimization Assembly Line Balancing in Garment Industry. Journal of Science and Technology, Technical Universities. 34-41. 01 December 2019
  39. Viet-Dung Nguyen, Phi Le Nguyen, Trung Hieu Nguyen, Phan Thuan Do. A 1/2 -Approximation Algorithm for Target Coverage Problem in Mobile Air Quality Monitoring Systems. GLOBECOM 2020. Taipei, Taiwan. 07 December 2020
  40. Viet Dung Nguyen, Phi-Le Nguyen, Trung Hieu Nguyen, Kien Nguyen, Phan-Thuan Do. An $frac{e-1}{2e-1}$-Approximation Algorithm for Maximizing Coverage Capability in Mobile Air Quality Monitoring Systems. 19th NCA 2020. Cambridge, MA, USA. 24 November 2020
  41. Phan Thuan Do, Ba Thai Pham, Viet Cuong Than. Latest Algorithms on Particular Graph Classes. Olympiads in Informatics. 21-35. 15 March 2020
  42. Ha-Bang Ban, Khanh-Phuong Nguyen. Metaheuristic for the Capacitated Multiple Traveling Repairman Problem. International Journal of Advanced Computer Science and Applications. 377-384. 30 May 2020
  43. Ban Hà Bằng. General Variable Neighborhood Search for the Quote-Travelling Repairman Problem. Journal of Advanced Computer Science and Applications(IJACSA). 696-709. 30 April 2020
  44. 1. Efficient Metaheuristic Algorithms for the Multi-stripe Travelling Salesman Problem. Tạp chí Tin Học và Điều Khiển Học. 233-250. 04 June 2020
  45. 1. The Hybridization of ACO+GA and RVNS Algorithm for Solving the Time-Dependent Traveling Salesman Problem. J. Evolutionary Intelligence. 1-22. 15 September 2020
  46. Ban Hà Bằng, Phạm Đăng Hải, Đỗ Tuấn Anh. An Efficient Two-Phase Metaheuristic for the Multiple Minimum Back-Walk-Free Latency Problem. Information and Communication Technology for Intelligent Systems. India. 30 April 2020
  47. 1. An Efficient ACO+RVND for Solving the Resource-Constrained Deliveryman Problem. J. Research and Development on Information and Communication Technology. 32-41. 17 April 2020
  48. Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh Hung Nguyen, Phi Le Nguyen. SAFL: A Self-Attention Scene Text Recognizer with Focal Loss. 19th IEEE International Conference On Machine Learning And Applications (ICMLA 2020). 14 November 2020
  49. Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin. Modeling and Minimizing Latency in Three-tier V2X Networks. The 2020 IEEE Global Communications Conference (IEEE GLOBECOM). 07 December 2020
  50. 5Le Hoai Anh, Chu Manh Hai, Nguyen Phu Truong, Thanh-Hung Nguyen, Phi Le Nguyen. Optimal Deployment of Vehicular Mobile Air Quality Monitoring Systems. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS). 26 November 2020
  51. La Van Quan, Thanh Hung Nguyen, Phi Le Nguyen. Extending Network Lifetime by Exploiting Wireless Charging in WSN. RIVF 2020. 01 June 2020
  52. Phi Le Nguyen, Thanh Hung Nguyen, Kien Nguyen. A Path-Length Efficient, Low-Overhead, Load-Balanced Routing Protocol for Maximum Network Lifetime in Wireless Sensor Networks with Holes. Sensors. 28 April 2020
  53. Phi Le Nguyen, Thanh Hung Nguyen, Kien Nguyen. A Dynamic Routing Protocol for Maximizing Network Lifetime inWSNs with Holes. soict 2019. Hạ Long, Việt Nam. 04 December 2019
  54. La Van Quan, Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen. Q-learning-based, Optimized On-demand Charging Algorithm in WRSN. The 19th IEEE International Symposium on Network Computing and Applications (NCA 2020). 24 November 2020
  55. Van TONG, Sami SOUIHI, Hai Anh TRAN, and Abdelhamid MELLOUK. Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic. 16th International Conference on Network and Service Management (CNSM) 2020. 02 November 2020
  56. Le Duc-Huy, and Hai-Anh Tran. A novel Machine Learning-based Network Intrusion Detection System for Software-Defined Network. 7th IEEE NAFOSTED Conference on Information and Computer Science (NICS), 2020. 26 November 2020
  57. Sonxay Luangoudom, Duc Tran, Tuyen Nguyen, Hai Anh Tran, Giang Nguyen, Quoc Trung Ha. svBLOCK: Mitigating Black Hole Attack in Low-power and Lossy Networks. International Journal of Sensor Networks. 77-86. 05 January 2020
  58. The-Anh Le, Quyet-Thang Huynh, Thanh-Hung Nguyen, Nhat-Hai Nguyen, Phuong-Nam Cao. A Method for Conference Project Completion Cost Predicting Using LSTM in Earned Value Management Technique. 4th International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), Hanoi, Vietnam, 2020. 87-92. 28 August 2020
  59. Quyet-Thang Huynh, The-Anh Le, Thanh-Hung Nguyen, Nhat-Hai Nguyen, Duc-Hieu Nguyen. A Method for Improvement the Parameter Estimation of Non-linear Regression in Growth Model to Predict Project Cost at Completion. The 2020 RIVF International Conference on Computing & Communication Technologies (RIVF). 232-237. RMIT University, Vietnam. 21 July 2020
  60. Duc-Man Nguyen, Quyet-Thang Huynh, Nhu-Hang Ha, and Thanh-Hung Nguyen. Automated Test Input Generation via Model Inference Based on User Story and Acceptance Criteria for Mobile Application Development. International Journal of Software Engineering and Knowledge Engineering. 399-425. 30 June 2020
  61. Thanh Tam Nguyen, Thanh Dat Hoang, Minh Tam Pham, Tuyet Trinh Vu,Thanh Hung Nguyen, Quyet-Thang Huynh, Jun Jo. Monitoring agriculture areas with satellite images and deep learning. Applied Soft Computing. 1-16. 23 July 2020
  62. Bùi Thị Mai Anh. Enhanced Genetic Algorithm for Automatic Generation of Unit and Integration Test Suite. RIVF 2020. 1-6. Ho Chi Minh City, Vietnam. 09 July 2020
  63. Quyet-Thang Huynh, Thi-Huong-Giang Vu, Doan-Cuong Nguyen, Thanh-Trung Vu, Cong-Tue Hoang, Thi-Xuan-Hoa Nguyen. A Profit-Equilibrium Model for Retailers and Vendors in the Vendor Managed Inventory Problem. 2020 4th International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom). 30-34. 28 August 2020
  64. Quyet-Thang Huynh, Ngoc-Tuan Nguyen. Probabilistic Method for Managing Common Risks in Software Project Scheduling Based on Program Evaluation Review Technique. International Journal of Information Technology Project Management (IJITPM). 77-94. 15 July 2020
  65. Quyet-Thang Huynh, Le-Trinh Pham, Nhu-Hang Ha and Duc-Man Nguyen. An Effective Approach for Context Driven Testing in Practice - A Case Study. International Journal of Software Engineering and Knowledge Engineering. 1245–1262. 14 June 2020
  66. Trinh Ngoc Bao, Quyet-Thang Huynh, Xuan-Thang Nguyen, Gia Nhu Nguyen, Dac-Nhuong Le. A Novel Particle Swarm Optimization Approach to Support Decision-Making in the Multi-Round of an Auction by Game Theory. International Journal of Computational Intelligence Systems. 1447 - 1463. 22 August 2020
  67. Dac-Nhuong Le, Gia Nhu Nguyen, Harish Garg, Quyet-Thang Huynh, Trinh Ngoc Bao, Nguyen Ngoc Tuan. Optimizing Bidders Selection of Multi-Round Procurement Problem in Software Project Management Using Parallel Max-Min Ant System Algorithm. Journal of Computers, Materials & Continua. 993-1010. 25 July 2020
  68. Nguyen Nhat Hai, Trung Duy Pham, Ha Thi Hong Nguyen. Right protection mechanism based on optimal robust watermarking for shared EEG data. The 2020 IEEE-RIVF International Conference on Computing and Communications Technologies. 322. Ho Chi Minh City, Vietnam. 05 April 2020
  69. Nguyễn Hồng Quang, Cao Tuấn Dũng. A Novel Method for Recognizing Vietnamese Voice Commands on Smartphones with Support Vector Machine and Convolutional Neural Networks. Hindawi Wireless Communications and Mobile Computing. 1-9. 01 March 2020
  70. Quang H. Nguyen and Quang V. Le. Ensemble of Deep Learning Models for In-Hospital Mortality Prediction. Advances in Engineering Research and Application Proceedings of the International Conference on Engineering Research and Applications, ICERA 2020, Lecture Notes in Networks and Systems Volume 178. 391-398. Thainguyen, Vietnam. 01 December 2020
  71. Nguyen Duc Thang, Nguyen Viet Dung, Tran Vinh Duc, Anh Nguyen, Quang H. Nguyen, Nguyen Tu Anh, Nguyen Ngoc Cuong, Le Tuan Linh, Bui My Hanh, Phan Huy Phu, Nguyen Hoang Phuong. Building a X-ray Database for Mammography on Vietnamese Patients and automatic Detecting ROI Using Mask-RCNN. AICI 2020,Soft Computing for Biomedical Applications and Related Topics,Studies in Computational Intelligence. 315-329. Hà Nội. 30 June 2020
  72. Nguyen Hong Quang, Trinh Van Loan, Pham Quang Hien, Dao Thi Le Thuy, Nguyen Dinh Tu. BUIDING A CARDIOVASCULAR MONITORING AND WARNING SYSTEM. Tạp chí Khoa học và Công nghệ. 98-104. 05 September 2020
  73. Cao Tuấn Dũng, Nguyễn Hồng Quang. An Approach for Building Effective Real Estate Chatbots in Vietnamese. AICI 2020,Soft Computing for Biomedical Applications and Related Topics,Studies in Computational Intelligence. 221-229. Hà nội. 30 June 2020
  74. CHU BA THANH, TRINH VAN LOAN, NGUYEN HONG QUANG. Some new results on automatic identification of Vietnamese folk songs cheo and quanho. Journal of Computer Science and Cybernetics. 325-345. 14 December 2020
  75. Quang H. Nguyen, Mengnan Gong, Tao Liu, Ou Yang Youheng, Binh P. Nguyen, and Matthew Chin Heng Chua. Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-parametric MRI Scans. AICI 2020,Soft Computing for Biomedical Applications and Related Topics,Studies in Computational Intelligence. 30 June 2020
  76. Ba-Lam Do; Quang-Thang Nguyen; Thang Nguyen; Tien-Thao Nguyen; Thanh-Chung Dao; BinhMinh Nguyen. BML: A Data Mapping Language for Blockchain Platforms. 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). 1297-1303. 29 December 2020
  77. Nguyen, Thieu; Hoang, Bao; Nguyen, Giang; and Nguyen, Binh Minh. A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization. Procedia Computer Science. 362-369. 20 April 2020
  78. Binh Minh Nguyen, Thanh-Chung Dao, Ba-Lam Do. Towards a blockchain-based certificate authentication system in Vietnam. PeerJ Computer Science. 01-27. 30 March 2020
  79. Nguyen, Binh Minh; Tran, Trung; Nguyen Thieu; and Nguyen Giang. Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem. IEEE Access. 74991 - 75010. 20 April 2020
  80. Pham, Van-Duy; Tran, Canh-Tuan; Nguyen, Thang; Nguyen, Tien-Thao; Do, Ba-Lam; Dao, Thanh-Chung; and Nguyen, Binh Minh. B-Box - A Decentralized Storage System Using IPFS, Attributed-based Encryption, and Blockchain. 14th International Conference on Computing and Communication Technologies (RIVF). 310-315. Ho Chi Minh city. 06 April 2020
  81. Nguyen, Ngoc-Hoa; Nguyen, Binh Minh*; Dao, Thanh-Chung; and Ba, Ba-Lam. Towards Blockchainizing Land Valuation Certificate Management Procedures in Vietnam. 14th International Conference on Computing and Communication Technologies (RIVF). 316-321. Ho Chi Minh city. 06 April 2020
  82. Thieu Nguyen, Giang Nguyen, Binh Minh Nguyen. EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction. 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES). 800-809. Online. 16 September 2020
  83. Minh Ha Le, Vinh Duc Tran, Van Anh Trinh,Viet Cuong Trinh. Compacting ciphertext in multi-channel broadcast encryption and attribute-based encryption. Theoretical Computer Science. 219-235. 01 January 2020
  84. Tran Vinh Duc. Set Decipherable Languages and Generators. Journal of Computer Science and Cybernetics, V.36, N.4 (2020), 381–392. 381–392. 29 December 2020
  85. Qutaibah Malluhi, Vinh Duc Tran, Viet Cuong Trinh. Decentralized Broadcast Encryption Schemes with Constant Size Ciphertext and Fast Decryption. Symmetry. 1-19. 06 June 2020

Publications in 2019

  1. Thanh Hai Hoang, Anh Phan Tuan, Linh Ngo Van, Khoat Than. Enriching User Representation in Neural Matrix Factorization. 2019 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF). 01 March 2019
  2. Tuan Anh Phan, Nhat Nguyen Trong, Duong Bui, Linh Van Ngo, Khoat Than. From Implicit to Explicit Feedbacks: A deep neural network for modeling the sequential behaviors of online users. Proceeding of Machine Learning Research. 1188-1203. Japan. 18 November 2019
  3. Phuong Minh Nguyen, Khoat Than, Nguyen Le Minh. Marking Mechanism in Sequence-to-sequence Model for Mapping Language to Logical Form. Proceedings of KSE. 1-7. 24 October 2019
  4. Khoat Than, Xuan Bui, Tung Nguyen-Trong, Khang Truong, Son Nguyen, Bach Tran, Linh Ngo Van, Anh Nguyen-Duc. How to make a machine learn continuously: a tutorial of the Bayesian approach. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications;. 01 May 2019
  5. Linh The Nguyen, Linh Van Ngo, Khoat Than, Thien Huu Nguyen. Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings. Proceeding of the Association for Computational Linguistics (ACL). 4201-4207. Italy. 29 July 2019
  6. Cuong Ha, Van-Dang Tran, Linh Ngo Van, Khoat Than. Eliminating overfitting of probabilistic topic models on short and noisy text: The role of Dropout. International Journal of Approximate Reasoning. 85–104. 01 September 2019
  7. Tuan Linh Dang, Yukinobu Hoshino. Improved PSO Algorithm for Training of Neural Network in Co-design Architecture. International Journal of Computer Applications. pp 1-7. 01 March 2019
  8. Tuan Linh Dang, Thang Cao, Yukinobu Hoshino. Classification of Metal Objects Using Deep Neural Networks in Waste Processing Line. International Journal of Innovative Computing, Information and Control. 1901-1912. 01 October 2019
  9. Tuan Linh DANG, Yukinobu HOSHINO. Hardware-Based Principal Component Analysis for Hybrid Neural Network Trained by Particle Swarm Optimization on a Chip. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 1374-1382. 01 October 2019
  10. Huong-Giang Doan, Thanh-Hai Tran, Hai Vu, Thi-Lan Le, Van-Toi Nguyen, Sang Viet Dinh, Thi-Oanh Nguyen, Thi-Thuy Nguyen, Duy-Cuong Nguyen. Multi-view discriminant analysis for dynamic hand gesture recognition. The 5th Asian Conference on Pattern Recognition ACPR 2019. NA. Auckland, New Zealand. 26 November 2019
  11. Luong Nguyen Van, Thi-Oanh Nguyen. Object counting based on density using perspective transformation. The IEEE-RIVF 2019 International Conference on Computing and Communication Technologies. 01 March 2019
  12. Manh-Hung Lu and Thi-Oanh Nguyen. Spatio-temporal Multi-level Fusion for Human Action Recognition. THE 10TH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY. 298-305. Ha Long, Vietnam. 04 December 2019
  13. Xuanlong Ma, Alfredo Huete, Ngoc Nguyen Tran. Interaction of seasonal sun-angle and savanna phenology observed and modelled using MODIS. Remote Sensing. 1-19 (1398). 12 June 2019
  14. Jianxiu Shen, Alfredo Huete, Xuanlong Ma, Ngoc Nguyen Tran, Joanna Joiner, Jason Beringer, Derek Eamus, QiangYu. Spatial pattern and seasonal dynamics of the photosynthesis activity across Australian rainfed croplands. Ecological Indicators. 1-11 (105669). 31 August 2019
  15. Dinh Viet Sang, Jaesun Lee, OS Lee, Mingu Kang. An Approach to Detect Missing IRIS Plate in Smart Phone Lens Assembly. ICONI 2019. Hanoi. 16 December 2019
  16. Dinh Viet Sang, Le Tran Bao Cuong. Improving CRNN with EfficientNet-like feature extractor and multi-head attention for text recognition. SoICT 2019. 285-290. Hanoi - Ha Long Bay. 04 December 2019
  17. Pham Cong Thang, Tran Thi Thu Thao, Phan Tran Dang Khoa, Dinh Viet Sang, Pham Minh Tuan, Nguyen Minh Hieu. An adaptive algorithm for restoring image corrupted by mixed noise. Cybernetics and physics. 73–82. 31 October 2019
  18. Dinh Viet Sang, Duong Viet Hung. YOLOv3-VD: A sparse network for vehicle detection using variational dropout. SoICT 2019. 280-284. Hanoi - Ha Long Bay. 04 December 2019
  19. Dinh Viet Sang, Phan Ngoc Lan. BK.Synapse: A scalable distributed training framework for deep learning. SoICT 2019. 43-48. Hanoi - Ha Long Bay. 04 December 2019
  20. Hai Cao Manh, Huong Le Thanh and Tuan Luu Minh. Extractive Multi-document Summarization using K-means, Centroid-based Method, MMR, and Sentence Position. THE 10TH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY. 29-35. Ha Noi - Ha Long Bay, Viet Nam. 04 December 2019
  21. Dang Trung Anh, Nguyen Thi Thu Trang. Abstractive Text Summarization Using Pointer-Generator Networks With Pre-trained Word Embedding.. SoICT 2019. Hà Nội - Hạ Long. 04 December 2019
  22. Bui Thi Mai Anh, Nguyen Tra My, Nguyen Thi Thu Trang. Enhanced Genetic Algorithm for Single Document Extractive Summarization. SOICT 2019. 04 December 2019
  23. Nguyen Thi Thu Trang, Nguyen Hoang Ky, Hoang Son, Nguyen Thanh Hung, Nguyen Danh Huan. Natural Language Understanding in SmartDialog - a Platform for Vietnamese Intelligent Interactions. International Conference on Natural Language Processing and Information Retrieval NLPIR 2019. 01 June 2019
  24. Nguyen Thi Thu Trang, Dang Xuan Bach, Nguyen Xuan Tung. A Hybrid Method for Vietnamese Text Normalization. International Conference on Natural Language Processing and Information Retrieval NLPIR 2019. 01 June 2019
  25. Hong-Hai Phan-Vu, Viet Trung Tran, Van Nam Nguyen, Hoang Vu Dang, Phan Thuan Do. Neural Machine Translation between Vietnamese and English: an Empirical Study. Journal of Computer Science and Cybernetics. 01 June 2019
  26. Hong-Ngoc Bui, Viet-Trung Tran. A Novel Conditional Random Fields Aided Fuzzy Matching in Vietnamese Address Standardization. THE 10TH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY. 04 December 2019
  27. Anh-Duong Nguyen, Kiem-Hieu Nguyen, Van-Vi Ngo. Neural Sequence Labeling for Vietnamese POS Tagging and NER. RIVF 2019. 01 March 2019
  28. Ba-Long Bui, Thi-Trang Nguyen, Huu-Hoang Nguyen, Kiem-Hieu Nguyen. HMMs for Unsupervised Vietnamese Word Segmentation. RIVF 2019. 01 March 2019
  29. Huynh Thi Thanh Binh, Nguyen Thi Hanh, La Van Quan, Nguyen Duc Nghia, Nilanjan Dey. Metaheuristics for maximization of obstacles constrained area coverage in heterogeneous wireless sensor networks. Applied Soft Computing. 105939. 20 November 2019
  30. Nguyen Thi Tam , Huynh Thi Thanh Binh, Dinh Anh Dung, Phan Ngoc Lan, Le Trong Vinh, Bo Yuan, Xin Yao. A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization. Information Sciences. 372-393. 11 December 2019
  31. Huynh Thi Thanh Binh, Nguyen Thi My Binh, Nguyen Hong Ngoc, Dinh Thi Ha Ly, Nguyen Duc Nghia. Efficient Approximation Approaches to Minimal Exposure Path Problem in Probabilistic Coverage Model for Wireless Sensor Networks. Applied Soft Compuitng. 01 March 2019
  32. Tran Viet Toan, Rin Nishikawa, Le Tien Thanh, Masashi Takemoto, Tran Van Hoai, Huynh Thi Thanh Binh, Hironori Nakajo. Cow estrus detection with low-frequency accelerometer sensor by unsupervised learning. The 10th International Symposium on Information and Communication Technology (SoICT 2019). 342-349. Ha Long. 05 December 2019
  33. Hanh Nguyen Thi, Huynh Thi Thanh Binh, Son Nguyen Van and Lan Phan Ngoc. Minimal Node Placement for Ensuring Target Coverage With Network Connectivity and Fault Tolerance Constraints in Wireless Sensor Networks. 2019 IEEE Congress on Evolutionary Computation. 01 June 2019
  34. Thanh Pham Dinh, Huynh Thi Thanh Binh, Dac Do Dinh, Long Nguyen Binh, Phong Le Minh Hai. A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree Problem. 2018 IEEE Congress on Evolutionary Computation. 01 June 2019
  35. Tran Thi Huong, Phi Le Nguyen, Huynh Thi Thanh Binh, Kien Nguyen, Ngo Minh Hai, Le Trong Vinh. Genetic Algorithm-based Periodic Charging Scheme for Energy Depletion Avoidance in WRSNs. WCNC 2020. Virtual. 25 May 2019
  36. Nguyen Binh Minh, Huynh Thi Thanh Binh, Tran The Anh, Do Bao Son. Evolutionary Algorithms to Optimize Task Scheduling Problem for the IoT Based Bag-of-Tasks Application in Cloud–Fog Computing Environment. Applied Sciences. 01 April 2019
  37. Tran Ba Trung, Le Tien Thanh, Ly Trung Hieu, Pham Dinh Thanh, Huynh Thi Thanh Binh. Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Prob. The 10th International Symposium on Information and Communication Technology (SoICT 2019). 170-177. Ha Long. 05 December 2019
  38. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Vu Le Loi, Vu Trung Nghia, Dang Lam San, Chu Minh Thang. An efficient approximate algorithm for achieving (k − !) barrier coverage in camera wireless sensor networks. SPIE. 01 April 2019
  39. Phi Le Nguyen, Nguyen Thi Hanh, Nguyen Tien Khuong, Huynh Thi Thanh Binh, Yusheng Ji. Node placement for connected target coverage in wireless sensor networks with dynamic sinks. Pervasive and Mobile Computing. 01 October 2019
  40. Tam Nguyen Thi, Huynh Thi Thanh Binh, Tran Huy Hung, Dinh Anh Dung. Prolong the Network Lifetime of Wireless Underground Sensor Networks by Optimal Relay Node Placement. EvoApplications 2019: Applications of Evolutionary Computation. 01 April 2019
  41. Huynh Thi Thanh Binh, Tuan Nguyen Quoc, Long Doan Cao Thanh. A multi-objective multi-factorial evolutionary algorithm with reference-point-based approach. 2019 IEEE Congress on Evolutionary Computation. 01 June 2019
  42. Huynh Thi Thanh Binh, Pham Dinh Thanh, Ta Bao Thang. New Approach to Solving The Clustered Shortest-Path Tree Problem Based on Reducing The Search Space of Evolutionary Algorithm. Knowledge-Based Systems. 12-25. 23 September 2019
  43. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Xuan Hoai, Marimuthu Swami Palaniswami. An Efficient Genetic Algorithm for Maximizing Area Coverage in Wireless Sensor Networks. Information Sciences. 58-75. 17 July 2019
  44. Nguyen Cong Luong, Tran The Anh, Huynh Thi Thanh Binh, Dusit Niyato, Dong In Kim, Ying-Chang Liang. Joint Transaction Transmission and Channel Selection in Cognitive Radio Based Blockchain Networks: A Deep Reinforcement Learning Approach. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 01 May 2019
  45. Quang Minh Ha, Yves Deville, Quang Dung Pham, Minh Hoang Ha. A hybrid genetic algorithm for the traveling salesman problem with drone. Journal of Heuristics. 1-29. 14 November 2019
  46. Nguyen Van Son, Pham Quang Dung. A New Variant of Truck Scheduling for Transporting Container Problem. The 10th international symposium on information and communication technology. 139-146. 03 December 2019
  47. Nguyen Van Son, PHam Quang Dung, Phan Anh Tu. An Adaptive Large Neighborhood Search Solving Large People and Parcel Share-a-Ride Problem. 6th NAFOSTED Conference on Information and Computer Science (NICS). 303-308. 12 December 2019
  48. Viet Dung Nguyen, Phan Thuan Do. Quadratic time algorithm for maximum induced matching problem in trapezoid graphs. The 2nd International Conference on Information Science and System (ICISS 2019), Tokyo, Japan. 01 March 2019
  49. Mai Huong Dinh, Viet Dung Nguyen, Van Long Truong, Phan Thuan Do, Thanh Thao Phan and Duc Nghia Nguyen. Simulated Annealing for the Assembly Line Balancing Problem in the Garment Industry. SOICT2019. 36–42. Hanoi - Halong. 04 December 2019
  50. Phan Thuan Do, Thi Thu Huong Tran and Vincent Vajnovszki. Exhaustive generation for permutations avoiding (colored) regular sets of patterns. Discrete Applied Mathematics. 44-53. 02 September 2019
  51. Ban Hà Bằng. A RVND+ ILS Metaheuristic to Solve the Delivery Man Problem with Time Windows. International Conference on Computational Data and Social Networks. 63-69. 18 November 2019
  52. Ban Hà Bằng. An efficient two-phase metaheuristic algorithm for The Time Dependent Traveling Salesman Problem. rairo. 917-935. 10 July 2019
  53. Ban Hà Bằng, Nguyễn Đức Nghĩa. Metaheuristic for the Traveling Repairman Problem with Time Window Constraints. RIVF. 01 March 2019
  54. Ban Hà Bằng, Nguyễn Đức Nghĩa. Using Metaheuristic for Solving the Resource-Constrained Deliveryman Problem. SOICT 2019. 04 December 2019
  55. Ban Hà Bằng, Nguyễn Đức Nghĩa, Nguyễn Kiên. AN EFFECTIVE METAHEURISTIC FOR MULTIPLE TRAVELING REPAIRMAN PROBLEM WITH DISTANCE CONSTRAINTS. Computing and Informatics. 1001-1034. 17 September 2019
  56. Tien Thanh Dam, Duy Thinh Nguyen, Quoc Trung Bui, Trung Kien Do. On the Traveling Salesman Problem with Hierarchical Objective Function. 2019 11th International Conference on Knowledge and Systems Engineering (KSE). 1-5. 24 October 2019
  57. Quoc Trung Bui, Thibaut Vidal, Minh Hoàng Hà. On three soft rectangle packing problems with guillotine constraints. Journal of global optimization. 15 May 2019
  58. Van An Le, Phi Le Nguyen, Yusheng Ji. Deep Convolutional LSTM Networkbased Traffic Matrix Prediction with Partial Information. IFIP/IEEE International Symposium on Integrated Network Management (IM 2019).. Arlington, VA, USA, USA. 08 April 2019
  59. Huynh Quyet Thang, Tran Dinh Dien, Bui Thi Mai Anh, Nguyen Phi Le. Development of Rules and Algorithms for Model-Driven Code Generator with UWE Approach. SOMET 2019. 531 - 544. 23 September 2019
  60. Nguyen Thanh Trung, Nguyen Thanh Hung, Phi Le Nguyen. Network Lifetime Maximization for Full Area Coverage in Wireless Sensor Networks. The 25th Asia-Pacific Conference on Communications (APCC). HCM, Vietnam. 06 November 2019
  61. Phi Le Nguyen, Kien Nguyen, Huy Vu, Yusheng Ji. TELPAC: A Time and Energy Efficient Protocol for Locating and Patching Coverage Holes in WSNs. Journal of Network and Computer Applications. 01 December 2019
  62. Khanh Le, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen. Exploiting Q-learning in Extending the Network Lifetime of Wireless Sensor Networks with Holes. The 25th IEEE International Conference on Parallel and Distributed Systems (ICPADS). China. 04 October 2019
  63. Huynh Quyet Thang, Tran Dinh Dien, Nguyen Duc Man, Ha Nhu Hang, Bui Thi Mai Anh, Nguyen Phi Le. Generating Test Data for Blackbox Testing from UWE Content and Presentation Models. INISCOM 2019. 19 August 2019
  64. Lamine AMOUR, Van TONG, Sami SOUIHI, Hai Anh TRAN and Abdelhamid MELLOUK. Quality Estimation Framework for Encrypted Traffic (Q2ET). IEEE Global Communications Conference (GLOBECOM). Hawaii, USA. 09 December 2019
  65. Tran Tuan Chu, Van Tong, Hai Anh Tran, Sami Souihi, Tran Quang Duc and Abdelhamid Mellouk. NextLab: A new hybrid testbed platform for Software-defined Networking. SOICT 2019. Hà Nội - Hạ Long, Việt Nam.. 04 December 2019
  66. Dung Truong, Duc Tran, Lam Nguyen, Hieu Mac, Hai Anh Tran and Tung Bui. Detecting Web Attacks using Stacked Denoising Autoencoder and Ensemble Learning Methods. SOICT 2019. 04 December 2019
  67. Hai-Anh Tran, Sami Souihi, Duc Tran, Abdelhamid Mellouk. MABRESE: A new server selection method for Smart SDN-based CDN architecture.. IEEE Communications Letters. 01 June 2019
  68. Nguyễn Thanh Hùng, Nguyễn Đức Mận, Huỳnh Quyết Thắng. THỬ NGHIỆM ĐÁNH GIÁ ÁP DỤNG MỘT SỐ KỸ THUẬT KIỂM THỬ ĐỂ NÂNG CAO ĐỘ TIN CẬY CHO ỨNG DỤNG DI ĐỘNG TRONG MÔI TRƯỜNG PHÁT TRIỂN LINH HOẠT. Journal of Science and Technology. 35-57. 01 July 2019
  69. Bui Thi Mai Anh, Nick Papoulias, Serge Stinckwich, Mikal Ziane, Benjamin Roche. The Kendrick modelling platform: language abstractions and tools for epidemiology. BMC Bioinformatic. 01 June 2019
  70. Xuan-Tung Nguyen, Phuong-Nam Cao, Van Quyet Nguyen, Kyungbaek Kim, Quyet Thang Huynh. A Genetic Algorithm for Large Graph Partitioning Problem. Proceedings of the Tenth International Symposium on Information and Communication Technology. 419–424. 10 December 2019
  71. Bao-Ngoc Trinh, Quyet-Thang Huynh, Xuan-Thang Nguyen, Phuong Chi Luong, Nguyen Khanh Ho. Applying a Unified Game-Based Model in a Payment Scheduling Problem and Design of Experiments Using MOEA Framework. New Trends in Intelligent Software Methodologies, Tools and Techniques, Volume 318, 2019. 55 -68. 01 October 2019
  72. Quyet-Thang Huynh, Doan-Cuong Nguyen, Thanh-Chung Dao, Thanh-Trung Vu, Thi-Huong-Giang Vu, Thi-Xuan-Hoa Nguyen. Some Improvements of Using the NSGA-II Algorithm for the Problem of Resource Allocation and Scheduling and Its Applying to Inventory Management Strategies. 2019 The 11th IEEE International Conference on Knowledge and Systems Engineering. 1-6. Da Nang, Vietnam, Vietnam. 24 October 2019
  73. Van-Doc Vu, Trong-Bach Nguyen, Quyet-Thang Huynh. Formal Transformation from UML Sequence Diagrams to Queueing Petri Nets. New Trends in Intelligent Software Methodologies, Tools and Techniques, Volume 318, 2019. 588 - 601. 01 December 2019
  74. Hoang-Long Huynh, Huu-Duc Nguyen, Trong-Vinh Le, Quyet-Thang Huynh, Thi-Nhan Vu. An approach for auto-repairing cloud application on multi-cloud marketplace. Một số vấn đề chọn lọc của Công nghệ thông tin và Truyền thông. 01 June 2019
  75. Huỳnh Quyết Thắng, Vũ Văn Đốc, Nguyễn Trọng Bách. Thử nghiệm và so sánh các kỹ thuật Palladio Component Model và Queueing Petri Nets trong đánh giá hiệu năng phần mềm. Tạp chí Nghiên cứu khoa học và công nghệ quân sự. Số 61, 6/2019, trang 54-67, ISSN 1859 - 1043. 01 June 2019
  76. Quyet-Thang Huynh, Duc-Man Nguyen, Nhu-Hang Ha, Trung-Kien Pham, Phuong-Thao Nguyen, Van-Dao Chan.. A Combinatorial Technique for Mobile Applications Software Testing. Proceedings of 11th International Conference on Knowledge and Systems Engineering (KSE). 254-259. 01 December 2019
  77. Dien Tran Dinh, Thang Huynh Quyet, Khanh Tran Quoc. Model Transformation with OCL Integration in UWE. Advances in Intelligent Systems and Computing. 199-211. 01 December 2019
  78. Hoang-Long Huynh, Van-Dang-Tran, Huu-Duc Nguyen, Zhenjiang Hu, Trong-Vinh Le, Quyet-Thang Huynh. Auto-updating Portable Application Model of Multi-cloud Marketplace Through Bidirectional Transformation System. International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques. 11-24. Kuching, Malaysia. 23 September 2019
  79. Van-Quyet Nguyen, Huu-Duy Nguyen, Quyet-Thang Huynh, Nalini Venkatasubramanian, Kyungbaek Kim. A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings. IEEE International Conference on Smart Computing (SMARTCOMP), SMARTCOMP 2019. 01 June 2019
  80. Thanh Trung Huynh, Van Vinh Tong, Chi Thang Duong, Thang Huynh Quyet, Quoc Viet Hung Nguyen and Abdul Sattar. Network alignment by representation learning on structure and attribute. Trends in Artificial Intelligence. 698-711. 01 November 2019
  81. Bao Ngoc Trinh, Quyet Thang Huynh, Xuan Thang Nguyen. Nash Equilibrium model for conflicts in project management.. Journal of Computer Science and Cybernetics. 167-184. 30 May 2019
  82. Phạm Duy Trung, Nguyễn Nhất Hải, Nguyen Thi Hong Ha. Secure EEG-Based User Authentication System Integrated with Robust Watermarking. THE 10TH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY. Ha Noi - Ha Long Bay, Viet Nam. 04 December 2019
  83. Phạm Duy Trung, Hoàng Thanh Nam, Nguyễn Tân Đăng, Nguyễn Nhất Hải. HỆ THỐNG XÁC THỰC NGƯỜI DÙNG DỰA TRÊN DỮ LIỆU EEG KẾT HỢP LƯỢC ĐỒ THỦY VÂN SỐ BỀN VỮNG. Tạp chí Nghiên cứu Khoa học Công nghệ quân sự, ISSN 1859 - 1043. 15 August 2019
  84. Thanh-Hoang Nguyen-Vo, Quang H. Nguyen, Trang T.T. Do, Thien-Ngan Nguyen, Susanto Rahardja, Binh P. Nguyen, iPseU-NCP. Identifying RNA pseudouridine sites using random forest and NCP-encoded features. BMC Genomics. 30 December 2019
  85. Binh P. Nguyen, Quang H. Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja. iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks. BMC Bioinformatics. 27 December 2019
  86. Thai Q. Ha, Quang H. Nguyen, Binh T. Nguyen, Sang V. Tran, Nam T. Phuong, Loan V. Trinh. A Novel Method for Automatic Detection of Basic Shapes on Whiteboard Images using Faster RCNN. 2019 6th NAFOSTED Conference on Information and Computer Science (NICS 2019). 466-470. Hanoi, Vietnam. 12 December 2019
  87. Quang H. Nguyen and Tuan-Dung Cao. Applying Matrix Factorization for Predicting Click Through Rate on Advertizing in Apps on Mobile Devices. 2019 International Conference on Engineering Research and Applications, Advances in Engineering Research and Application (ICERA 2019). 130-137. Thái Nguyên, Việt Nam. 02 December 2019
  88. Binh P. Nguyen, Hung N. Pham, Hop Tran, Nhung Nghiem, Quang H. Nguyen, Trang T.T. Do, Cao Truong Tran, Colin R. Simpson. Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. Computer Methods and Programs in Biomedicine. 27 August 2019
  89. Quang H. Nguyen, Trang T. T. Do, Abu Mathew Thoppan, Chee Farr Chong, Indu Arya, Kamal Manisha Maddi, Siddharth Pandey, Viknesh Kumar Balakrishnan, Hung N. Pham, Binh P. Nguyen and Matthew C. H. Chua. Effective Arrhythmia Detection Using Majority Voting. 019 International Conference on System Science and Engineering (ICSSE 2019). 109-114. Đồng Hới, Việt Nam. 20 July 2019
  90. Hung N. Pham ; Anurag Chatterjee ; Balasubramanian Narasimhan ; Choon Wee Lee ; Diksha Kumari Jha ; Edric Yeng Fai Wong ; Stella Ellyanti ; Quang H. Nguyen ; Binh P. Nguyen ; Matthew C. H. Chua. Predicting Hospital Readmission Patterns of Diabetic Patients using Ensemble Model and Cluster Analysis. 2019 International Conference on System Science and Engineering (ICSSE 2019). Đồng Hới, Việt Nam. 20 July 2019
  91. Hung N. Pham ; Chin Yang Koay ; Tanmoy Chakraborty ; Sudhanshu Gupta ; Boon Leong Tan ; Huaqing Wu ; Apurva Vardhan ; Quang H. Nguyen ; Nirmal Raja Palaparthi ; Binh P. Nguyen ; Matthew C. H. Chua. Lesion Segmentation and Automated Melanoma Detection using Deep Convolutional Neural Networks and XGBoost. 2019 International Conference on System Science and Engineering (ICSSE). Đồng Hới, Việt Nam. 20 July 2019
  92. Quang H. Nguyen, Trang T. T. Do, Thanh B. Chu, Loan V. Trinh, Dung H. Nguyen, Cuong V. Phan, Tuan A. Phan, Dung V. Doan, Hung N. Pham, Binh P. Nguyen and Matthew C. H. Chua. Music Genre Classification Using Residual Attention Network. 2019 International Conference on System Science and Engineering (ICSSE 2019). 115-119. Đồng Hới, Việt Nam. 20 July 2019
  93. Đào Thị Lệ Thủy, Trịnh Văn Loan, Nguyễn Hồng Quang. Deep Convolutional Neural Network for Emotion Recognition of Vietnamese. International Journal of Machine Learning and Computing (IJMLC). 1000-1008. 30 July 2019
  94. Nguyen Quoc Khanh Le, Quang H. Nguyen, Xuan Chen, Susanto Rahardja and Binh P. Nguyen. Classification of adaptor proteins using recurrent neural networks and PSSM profiles. BMC Genomics. 24 December 2019
  95. Quang H. Nguyen, Thanh-Hoang Nguyen-Vo, Nguyen Quoc Khanh Le, Trang T.T. Do, Susanto Rahardja, Binh P. Nguyen. iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks. BMC Genomics. 24 December 2019
  96. Quang H. Nguyen, Trang T. T. Do, Yijing Wang, Sin Swee Heng, Kelly Chen, Wei Hao Max Ang, Conceicao Edwin Philip, Misha Singh, Hung N. Pham, Binh P. Nguyen and Matthew C. H. Chua. Breast Cancer Prediction Using Feature Selection and Ensemble Voting. 2019 International Conference on System Science and Engineering (ICSSE 2019). 250-254. Đồng Hới, Việt Nam. 20 July 2019
  97. Hung N. Pham ; Trang T. T. Do ; Kelvin Yi Jie Chan ; Gopa Sen ; Andy Y. K. Han ; Pier Lim ; Teresa Siew Loon Cheng ; Quang H. Nguyen ; Binh P. Nguyen ; Matthew C. H. Chua. Multimodal Detection of Parkinson Disease based on Vocal and Improved Spiral Test. 2019 International Conference on System Science and Engineering (ICSSE). Đồng Hới, Việt Nam. 20 July 2019
  98. Quang H. Nguyen, Binh P. Nguyen, Son D. Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Palaparthi Nirmal Raja, Matthew C. H. Chua. Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. IEEE 26th International Conference on Telecommunications (ICT 2019). 01 April 2019
  99. Vu Giap, Nguyen Binh Minh. Towards A High-Performance and Causal Stabilization System for Video Captured from Moving Camera. Journal of Science and Technology of Vietnamese Technical Universities. 48-54. 01 July 2019
  100. Nguyen Thieu; Nguyen Tu; Nguyen, Binh Minh; and Nguyen Giang. Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization. International Journal of Computational Intelligence Systems. 1144-1161. 04 November 2019
  101. Thanh Chung Dao, Binh Minh Nguyen, Ba Lam Do. Challenges and Strategies for Developing Decentralized Applications Based on Blockchain Technology. The 33rd International Conference on. Advanced Information Networking and Applications (AINA-2019). 952-962. Matsue, Japan. 27 March 2019
  102. Nguyen Thieu, Nguyen Binh Minh, Nguyen Giang. Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization. 15th International Conference on International Conference on Theory and Applications of Models of Computation (TAMC). 01 March 2019
  103. Huynh Hoang Long, Nguyen Huu Duc, Le Trong Vinh. Matchmaking for Multi-cloud Marketplace Application. Journal of Information and Communications - Research and Development on Information & Communication Technology. 31-42. 01 September 2019
  104. Trịnh Tuấn Đạt, Vũ Thị Hương Giang, Lê Văn Minh. Browser Extension-based Crowdsourcing Model for Website Monitoring. PROCEEDINGS OF THE TENTH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY. 465-472. Hà Nội - Hạ Long. 04 December 2019
  105. Hong Tien Vua, Yuchen Liua, Duc Vinh Tran. Nationalizing a global phenomenon: A study of how the press in 45 countries and territories portrays climate change. Global Environmental Change. 12 December 2019
  106. Nguyen thi Phuong, Tran Vinh Duc, Le Cong Thanh. On the Performance of a Simple Approximation Algorithm for the Longest Path Problem. Journal of Computer Science and Cybernetics. 01 January 2019
  107. Qutaibah M. Malluhi, Abdullatif Shikfa, Tran Vinh Duc, Viet Cuong Trinh. Decentralized ciphertext-policy attribute-based encryption schemes for lightweight devices. Computer Communications. 01 June 2019
  108. Do Van Nam, Le Hoang Anh, Vu Van Thieu. Theoretical Considerations on the Optimal Performance of Sub-100 Nanometer Top-Gated Graphene Field-Effect Transistors. Journal of Electronic Materials. 01 January 2019

Publications in 2018

  1. Nguyen Trong Tung, Vu Hoang Dieu, Khoat Than, Ngo Van Linh. Reducing Class Overlapping in Supervised Dimension Reduction. Proceedings of the Ninth International Symposium on Information and Communication Technology (SoICT). 01 December 2018
  2. Bui Thanh-Xuan, Vu Van-Tu, Atsuhiro Takasu, Khoat Than. A fast algorithm for posterior inference with Latent Dirichlet Allocation. In ACIIDS, Lecture Notes in Computer Science, Springer. 01 February 2018
  3. Hoa Le Minh, Son Ta Cong, Quyen Pham The, Ngo Van Linh, Khoat Than. Collaborative Topic Model for Poisson distributed ratings. International Journal of Approximate Reasoning. 01 April 2018
  4. Xuan Bui, Tu Vu, Khoat Than. Some Methods for Posterior Inference in Topic Models. Research and Development on Information and Communication Technology Journal (RD-ICT). 01 December 2018
  5. Huy Do, Khoat Than, Pierre Larmande. Evaluating Named-Entity Recognition Approaches in Plant Molecular Biology. Proceedings of MIWAI. Lecture Notes in Artificial Intelligence, Springer. 01 November 2018
  6. Tu Vu, Xuan Bui, Khoat Than, Ryutaro Ichise. A flexible stochastic method for solving the MAP problem in topic models. Computacion y Sistemas. 01 December 2018
  7. Tuan Linh Dang, Yukinobu Hoshino. Hardware/Software Co-design for a Neural Network Trained by Particle Swarm Optimization Algorithm. Neural Processing Letters. 01 March 2018
  8. Jianxiu Shen, Alfredo Huete, Ngoc Nguyen Tran, Rakhesh Devadas, Xuanlong Ma, Derek Eamus, Qiang Yu. Diverse sensitivity of winter crops over the growing season to climate and land surface temperature across the rainfed cropland-belt of eastern Australia. Agriculture, Ecosystems & Environment. 99-110. 15 February 2018
  9. Dinh Viet Sang, Dang Manh Cuong, Le Tran Bao Cuong. An Effective Ensemble Deep Learning Framework for Malware Detection. SoICT 2018. 01 December 2018
  10. Dinh Viet Sang, Ouseb Lee. Fully Convolutional Densely Connected Network with Multiple Input Data Channels for Aerial Image Segmentation. ICONI 2018. 01 December 2018
  11. Dinh Viet Sang, Hoang Trung Dung. Two-stream Deep Residual Learning with Fisher Criterion for Human Action Recognition. SoICT 2018. 01 December 2018
  12. Dinh Viet Sang, Nguyen Duc Minh. Fully Residual Convolutional Neural Networks for Aerial Image Segmentation. SoICT 2018. 01 December 2018
  13. Dinh Viet Sang, Le Tran Bao Cuong. EFFECTIVE DEEP MULTI-SOURCE MULTI-TASK LEARNING FRAMEWORKS FOR SMILE DETECTION, EMOTION RECOGNITION AND GENDER CLASSIFICATION. Informatica. 01 October 2018
  14. Dinh Viet Sang, Le Tran Bao Cuong, Pham Thai Ha. Discriminative Deep Feature Learning for Facial Emotion Recognition. MAPR 2018. 01 April 2018
  15. Nguyễn Văn Sơn, Lê Thanh Hương, Nguyễn Chí Thành. Phương pháp trích rút từ khóa tìm tập ứng cử trong bài toán phát hiện đạo văn. Tin học điều khiển và ứng dụng. 27-35. 20 November 2018
  16. Pham Minh Chuan, Le Hoang Son, Mumtaz Ali, Tran Dinh Khang, Le Thanh Huong, Nilanjan Dey. Link Prediction in Co-authorship Networks based on Hybrid Content Similarity Metric. Applied Intelligence. 01 August 2018
  17. Huong Thanh Le, Nhan Trong Tran. A Sentiment Analyzer for Informal Text in Social Media. Journal of Science & Technology. 01 November 2018
  18. Kiem-Hieu Nguyen. BKTreebank: Building a Vietnamese Dependency Treebank. 11th edition of the Language Resources and Evaluation Conference. 01 May 2018
  19. Van-Chung Vu, Thi-Thanh Ha, Kiem-Hieu Nguyen. Towards Event Timeline Generation from Vietnamese News. 19th International Conference on Computational Linguistics and Intelligent Text Processing. 01 March 2018
  20. Thi-Thanh Ha, Thanh-Chinh Nguyen, Kiem-Hieu Nguyen, Van-Chung Vu, Kim-Anh Nguyen. Unsupervised Sentence Embeddings for Answer Summarization in non-factoid CQA. Computación y Sistemas. 01 March 2018
  21. Pham Dinh Thanh, Dinh Anh Dung, Tran Ngoc Tien, Huynh Thi Thanh Binh. An Effective Representation Scheme in Multifactorial Evolutionary Algorithm for Solving Cluster Shortest-Path Tree Problem. 2018 IEEE World Congress on Computational Intelligence. 01 July 2018
  22. Huynh Thi Thanh Binh , Nguyen Thi Hanh, La Van Quan, Nilanjan Dey. Improved Cuckoo Search and Chaotic Flower Pollination Algorithms for Maximizing Area Coverage in Wireless Sensor Networks. Neural Computing and Applications. 01 October 2018
  23. Nguyen Thi Hanh, Nguyen Phi Le, Phan Thanh Tuyen, Huynh Thi Thanh Binh, Ernest Kurniawan, Yusheng Ji. Node Placement for target coverage and network connectivity in WSNs with sinks. IEEE Consumer Communications & Networking Conference. 01 January 2018
  24. Huynh Thi Thanh Binh, Pham Dinh Thanh, Tran Ba Trung, Le Phuong Thao. Effective Multifactorial Evolutionary Algorithm for Solving the Cluster Shortest Path Tree Problem. 2018 World Congress on Computational Intelligence. 01 July 2018
  25. Nguyen Quoc Tuan, Ta Duy Hoang, Huynh Thi Thanh Binh. A Guided Differential Evolutionary Multi-tasking with Powell search method for solving Multi-objective Continuous Optimization. 2018 IEEE World Congress on Computational Intelligence. 01 July 2018
  26. Thao Nguyen Van, Nugroho Fredivianus, Huu Tam Tran, Kurt Geihs, Huynh Thi Thanh Binh. Formal Verification of ALICA Multi-agent Plans Using Model Checking. The 9th International Symposium on Information and Communication Technology (SoICT 2018). 01 December 2018
  27. Huynh Thi Thanh Binh, Tran The Anh, Do Bao Son, Pham Anh Duc, Binh Minh Nguyen. An Evolutionary Algorithm for Solving Task Scheduling Problem in Cloud-Fog Computing Environment. The 9th International Symposium on Information and Communication Technology. 397-404. 01 December 2018
  28. Tien Thanh Le, Rin Nishikawa, Masashi Takemoto, Huynh Thi Thanh Binh, Hironori Nakajo. Cow estrus detection via Discrete Wavelet Transformation and Unsupervised Clustering. The 9th International Symposium on Information and Communication Technology (SoICT 2018). 01 December 2018
  29. Huu Tam Tran, Alexander Jahl, Kurt Geihs, Ramaprasad Kuppili, Xuan Thang Nguyen, Huynh Thi Thanh Binh. DECOM: A framework to support evolution of IoT services. The 9th International Symposium on Information and Communication Technology (SoICT 2018). 01 December 2018
  30. Quang Minh HA, Yves Deville, Quang Dung PHAM, Minh Hoang HA. On the min-cost traveling salesman problem with drone. Transportation Research Part C – Emerging technologies. 01 January 2018
  31. Phan Thuan Do, Nguyen Viet Dung Nghiem, Ngoc Quang Nguyen, Quang Dung Pham. A time-dependent model with speed windows for share-a-ride problems: A case study for Tokyo transportation. Data & Knowledge Engineering. 01 March 2018
  32. Phan Anh Tu, Nguyen Tuan Dat, Pham Quang Dung. Traveling Salesman Problem with Multiple Drones. SoICT 2018. 01 December 2018
  33. Viet Hung Tran, Duc Nghia Nguyen, Phan Thuan Do. Linear time algorithm for maximum distance-$k$ matching in interval graphs. NICS 2018. 41-46. Ho Chi Minh city. 23 November 2018
  34. Than Viet Cuong, Do Phan Thuan. An $mathcal{O}(nsqrt{n}loglog n)$ average case algorithm for the maximum induced matching problem in permutation graphs. ACDT 2018. 01 October 2018
  35. Viet-Dung Nguyen, Ba-Thai Pham, Viet-Hung Tran, Phan-Thuan Do. A dynamic programming algorithm for the maximum induced matching problem in permutation graphs. SOICT 2018. 01 December 2018
  36. Viet-Hung Tran, Duc-Nghia Nguyen, Phan-Thuan Do. Induced Matching and Distance-$k$ Matching for Some Special Graphs. 1st International Conference on Combinatorics, Graph Theory and Applications, April 15-17, 2018, Hanoi, Vietnam.. 01 April 2018
  37. Hai Van Pham, Philip Moore, Thuan Do Phan. A new Approach using Hedge Algebra combined with Kansei Evaluation for Intelligent Disaster Decision Support and its Application. International Conference on Frontiers of Intelligent Computing: Theory and Applications, Advances in Intelligent Systems and Computing. 01 November 2018
  38. T.L.T. Nguyen, Q.T. Bui, Q.B. Nguyen, T.S. Le. Mathematical Programs and Computations for a Class of Anti-aircraft Mission Planning Problems. The International Conference on Operations Research and Enterprise Systems (ICORES). 24 January 2018
  39. Phi-Le Nguyen, Yusheng Ji, Khanh Le, Thanh-Hung Nguyen. Routing in the Vicinity of Multiple Holes in WSNs.. 5th International Conference on Information and Communication Technologies for Disaster Management. 1-8. Sendai, Japan. 04 December 2018
  40. P Le Nguyen, Y Ji, K Le, TH Nguyen. Load balanced and constant stretch routing in the vicinity of holes in WSNs. Consumer Communications & Networking Conference (CCNC), 2018 15th IEEE Annual. 01 January 2018
  41. Mac Hieu, Truong Dung, Nguyen Lam, Nguyen Hoa, Tran Hai Anh, Tran Duc. Detecting Attacks on Web Applications using Autoencoder. SOICT 2018 conference. 01 December 2018
  42. Hai-Anh Tran, Duc Tran, Linh-Giang Nguyen, Quoc-Trung Ha, Van Tong, A. Mellouk. SHIOT: A Novel SDN-based Framework for the Heterogeneous Internet of Things. Informatica. 01 November 2018
  43. Van TONG, Hai Anh TRAN, Sami SOUIHI, Abdelhamid MELLOUK. Empirical study for Dynamic Adaptive Video Streaming Service based on Google Transport QUIC protocol. 43nd Annual IEEE International Conference on Local Computer Networks (LCN’18). 01 October 2018
  44. Duc Tran, Hieu Mac, Van Tong, Anh Tran Hai, Giang Nguyen Linh. A LSTM based Framework for Handling Multiclass Imbalance in DGA Botnet Detection. Neurocomputing. 01 January 2018
  45. Van TONG, Hai Anh TRAN, Sami SOUIHI and Abdelhamid MELLOUK. A novel QUIC traffic Classifier based on Convolutional Neural Networks. GLOBECOM 2018. 01 December 2018
  46. Thi-Tra-My Nguyen, Dong-Son Nguyen, Van Tong, Duc Tran, Hai-Anh Tran, Abdelhamid Mellouk. Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2018. 01 September 2018
  47. Thi Tra My Nguyen, Dong Son Nguyen, Van Tong, Vu Hiep Cao, Hai Anh Tran. A Novel Malware Detection System Based On Mining Frequent Pattern Technique. National Workshop Selected issues of ICT. 01 July 2018
  48. Nguyen Tanh, Ngo Tri, Tran Duc, Tran Hai Anh, Bui Trong Tung. The Flooding Attack in Low Power and Lossy Networks: A Case Study. The 7th IEEE International Conference on Smart Communications in Network Technologies (SACONET’18). 01 October 2018
  49. Van TONG, Hai Anh TRAN, Sami SOUIHI, Abdelhamid MELLOUK. Network troubleshooting: Survey, Taxonomy and Challenges. IEEE International Conference on Smart Communications in Network Technologies (SaCoNet) 2018. 01 October 2018
  50. Lê Thế Anh, Huỳnh Quyết Thắng, Nguyễn Thanh Hùng, Nguyễn Văn Căn. Hiệu chỉnh hệ số hiệu suất tương lai PF trong phương pháp EVM-GM đánh giá mức độ hoàn thành của dự án phần mềm: thử nghiệm và đánh giá. Kỷ yếu Hội thảo quốc gia lần thứ XXI: Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông – Thanh Hóa, 27-28/7/2018, , ISBN 978-604-67-1104-9, xuất bản tháng 7/2018. 01 July 2018
  51. Huỳnh Quyết Thắng, Phùng Đình Vũ, Tống Văn Vinh. Dự đoán xu thế chỉ số chứng khoán Việt Nam VN-Index sử dụng phân tích hồi quy Gaussian Process và mô hình tự hồi quy trung bình động ARMA. Chuyên san "Các công trình nghiên cứu, phát triển và ứng dụng Công nghệ thông tin và Truyền thông", Tập. V-1, Số. 38, 11.2018, trang 35-42, DOI: 10.32913/rd-ict.571. 01 November 2018
  52. Hoang-Nhat Do, Duc-Man Nguyen, Quyet-Thang Huynh, Nhu-Hang Ha. One2Explore - Graph Builder for Exploratory Testing from a Novel Approach. New Trends in Intelligent Software Methodologies, Tools and Techniques, Volume 303. 637 - 649. 01 October 2018
  53. Nguyễn Ngọc Tuấn, Huỳnh Quyết Thắng, Vũ Thị Hương Giang. A Bayesian Critical Path Method for Managing Common Risks in Software Project Scheduling. SoICT 2018. 382–388. Danang City Viet Nam December, 2018. 01 December 2018
  54. Vu Van Doc, Huynh Quyet Thang, Nguyen Trong Bach. Development of the Rules for Transformation of UML Sequence Diagrams into Queueing Petri Nets. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 257. 122-144. 27 August 2018
  55. Nguyen Ngoc Tuan, Huynh Quyet Thang. Risk management in Agile software project iteration scheduling using Bayesian Networks. New Trends in Intelligent Software Methodologies, Tools and Techniques, Volume 303. 596 - 606. 01 October 2018
  56. Trịnh Bảo Ngọc, Huỳnh Quyết Thắng, Lê Công Thành, Lê Bá Trường Giang, Trần Quang Huy. Một hướng tiếp cận của thuật toán FICTITIOUS PLAY đối với bài toán phân bổ nguồn lực.. Kỷ yếu Hội nghị Quốc gia lần thứ XI về Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin (FAIR) – Hà Nội, Ngày 9-10/8/2018, Trang 297-303, ISBN: 978-604-913-749-5. 01 October 2018
  57. Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim. Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries. Heuristics. 1-21. 01 December 2018
  58. Hoang-Nhat Do, Duc-Man Nguyen, Quyet-Thang Huynh, Nhu-Hang Ha. Shinobi: A Novel Approach for Context-Driven Testing (CDT) Using Heuristics and Machine Learning for Web Applications. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 257. 86-102. Danang, Vietnam. 27 August 2018
  59. Bao-Ngoc Trinh, Quyet-Thang Huynh, Xuan-Thang Nguyen, Van-Quyen Ngo, Thanh-Trung Vu. Application of Nash Equilibrium based Approach in Solving the Risk Responses Conflicts. Journal of Science and Technology (JST) - Le Quy Don Technical University - No. 193 (10-2018), Section on Information and Communication Technology – Number 12 (10-2018), Pages 17-31, ISSN 1859-0209.. 01 October 2018
  60. Nguyễn Hồng Quang. The Impact of Each Deep Neural Network Layer on the Performance of End-To-End Vietnamese Speech Recognition. JP Journal of Heat and Mass Transfer, Special Volume, Issue I, Advances in Mechanical System and ICI-convergence. 01 June 2018
  61. Nguyễn Hồng Quang và Hoàng Phú Hoan. Phát hiện và ngăn chặn tấn công nhằm vào ứng dụng Web sử dụng SVM, XGBoost và rừng ngẫu nhiên. Kỷ yếu Hội nghị Quốc Gia lần thứ XXI về Điện tử, Truyền thông và Công nghệ thông tin REV-ECIT 2018. 01 December 2018
  62. Nguyễn Hồng Quang, Trịnh Văn Loan, Phạm Ngọc Hưng, Hà Quang Thái, Bùi Trung Anh, Phan Công Mạnh. PHÂN LOẠI BỆNH RUNG NHĨ DÙNG XGBOOST VÀ HỌC SÂU. Tạp chí Khoa học và Công nghệ, Đại học Thái Nguyên. 01 December 2018
  63. Chu Bá Thành , Trịnh Văn Loan , Nguyễn Hồng Quang. PHÂN LỚP, ĐỊNH DANH CHÈO VÀ QUAN HỌ. FAIR. 01 August 2018
  64. Thieu Nguyen, Nhuan Tran, Binh Minh Nguyen, Giang Nguyen. A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics. 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA). 01 November 2018
  65. Nguyen Dan, Hoang Quoc Hong-Nhat, Nguyen Binh Minh, Tran Viet. PSPChord - A Novel Fault Tolerance Approach for P2P Overlay Network. 3rd International Conference on Smart Computing and Communication (SmartCom). 01 December 2018
  66. Nguyen Giang, Nguyen Binh Minh, Tran Dang, Hluchý, Ladislav. A heuristics approach to mine behavioural data logs in mobile malware detection system. Data & Knowledge Engineering. 01 May 2018
  67. Tran Nhuan, Nguyen Thang, Nguyen Binh Minh, Nguyen, Giang. A Multivariate Fuzzy Time Series Resource Forecast Model for Clouds using LSTM and Data Correlation Analysis. Procedia Computer Science. 01 September 2018
  68. Nguyen Binh Minh, Hoang, Bao, Tran Huy, Tran Viet. Managing Cloud Data Centers with Three-state Server Model under Job Abandonment Phenomenon. Lecture Notes in Computer Science. 01 June 2018
  69. Nguyen Binh Minh, Phan Huan, Ha Quang Duong, Nguyen Giang. An Information-centric Approach for Slice Monitoring from Edge Devices to Clouds. Procedia Computer Science. 01 April 2018
  70. Nguyễn Thanh Tùng; Nguyễn Hữu Đức. Design and implementing Big Data system for cardiovascular data. Concurrency and Computation: Practice and Experience. 01 December 2018
  71. Trinh Viet Cuong, Trinh Van Anh, Do Thi Thu Hien, Do Thi Thanh Huyen, Trinh Cam Van, Tran Vinh Duc. Anonymous key leakage attack on attribute-based encryption. Hội Thảo Quốc Gia Lần Thứ XXI. 01 July 2018
  72. Hong T Vu, Liefu Jiang, Lourdes M Cueva Chacón, Martin J Riedl, Duc V Tran, Piotr S Bobkowski. What influences media effects on public perception? A cross-national study of comparative agenda setting. International Communication Gazette. 01 December 2018
  73. Thanh-Chung Dao. In-memory Hadoop on supercomputers using Memcached-like nodes for data storage only. The 20th IEEE International Conference on High Performance Computing and Communications (HPCC-2018). 01 June 2018