Publications in 2024

  1. Do Tuan Anh, Huynh Thi Thanh Binh, Ban Ha Bang, Nguyen Duc Thai, Phung Bao Ha. A multi-population multi-tasking variable neighborhood search algorithm with diversity enhancements for inter-domain path computation problem. Swarm and Evolutionary Computation. 1-15. 01/02/2024
  2. Thanh Trung Nguyen; Minh Hai Vu; Thi Ha Ly Dinh; Phi Le Nguyen; Kien Nguyen. MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler. IEEE Consumer Communications and Networking Conference, CCNC. 656-661. Las Vegas, USA. 06/01/2024
  3. Nguyen Thi Tam, Tran Ho Khanh Ly, Bui Trong Duc, Tran Huy Hung, Huynh Thi Thanh Binh. Multi-objective virtual network functions placement and traffic routing problem. IEEE Congress on Evolutionary Computation (CEC). Nhật Bản. 30/06/2024
  4. Trinh Van Chien; Bui Trong Duc; Ho Viet Duc Luong; Huynh Thi Thanh Binh; Hien Quoc Ngo; Symeon Chatzinotas. Solving Indefinite Communication Reliability Optimization for RIS-Aided Mobile Systems by an Improved DE. The Genetic and Evolutionary Computation Conference (GECCO). 1-4. Melbourne , Australia. 14/07/2024
  5. Tung Doan, Tuan Phan, Phu Nguyen, Khoat Than, Muriel Visani, Atsuhiro Takasu. Partial ordered Wasserstein distance for sequential data. Neurocomputing. 127908-127925. 19/05/2024
  6. Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Toan Tran, Khoat Than. On inference stability for diffusion models. AAAI Conference on Artificial Intelligence. Canada. 22/02/2024
  7. Trinh Van Chien; Ngo Tran Anh Thu; Nguyen Hoang Lam; Huynh Thi Thanh Binh; Nguyen Thi My Binh. On the Performance of User Association in Space-Ground Communications with Integer-Coded Genetic Algorithms. The Genetic and Evolutionary Computation Conference (GECCO). 1-8. Melbourne, Australia. 14/07/2024
  8. T. K. Lai, and I. L. Ngo. An investigation on the thermo-electrohydraulic performance of novel ECF micro-pump.. International Journal of Heat and Mass Transfer. 29/09/2024
  9. Minh Khiem Pham, Phi Le Nguyen, Viet Hung Vu, Thao Nguyen Truong, Hoa Vo-Van, Thanh Ngo-Duc. A Data-driven Approach for High Accurate Spatiotemporal Precipitation Estimation", Neural Computing and Applications Journal. Neural Computing and Applications. 6099–6118. 13/12/2023
  10. T. K. Lai, K. D. Tran, and I. L. Ngo. A numerical study on the thermo-electrohydrodynamic performance of ECF micro-pumps. Sustainability and Emerging Technologies for Smart Manufacturing. 29/04/2024
  11. Duc Long Nguyen, Phi Le Nguyen, Thao Nguyen Truong. Combating Quality Distortion in Federated Learning with Collaborative Data Selection. Pacific-Asia Conference on Knowledge Discovery and Data Mining. 1-6. Taiwan. 25/04/2024
  12. Van An Le, Nam Duong Tran, Phuong Nam Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Yusheng Ji. Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting. 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2024). 279-289. Mỹ. 27/05/2024
  13. Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Nguyen Quoc Viet Hung, Phi Le Nguyen, Huynh Thanh Trung. Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Computing and Applications Journal. 11171–11193. 21/02/2024
  14. Ha Minh Hieu, Phan Duc Hung, Tran Duc Chinh, Van Duc Cuong, Dao Van Tung, Huynh Thi Thanh Binh. Alimentation Deep Multiple Optimal Ant Colony Optimization to solve Vehicle Routing Problem with Time Windows. The Genetic and Evolutionary Computation Conference. 14/07/2024
  15. JYE Tin, WW Tan, AA Bakar, MS Mahali, FF Lothai, NF Mohammad, SSA Hassan & KF Chin. A Conceptual Design of Sustainable Solar Photovoltaic (PV) Powered Corridor Lighting System with IoT Application. ICREEM 2022. 09/03/2024
  16. Do Tuan Anh a, Huynh Thi Thanh Binh a, Do Luong Kien a, Nguyen Hoang Long a, Tran Cong Dao a b, Ha-Bang Ban a. Node-depth based Genetic Algorithm to solve Inter-Domain path computation problem. Knowledge-Based Systems. 04/11/2023
  17. Ha-Bang Ban, Huynh Thi Thanh Binh, Tuan Anh Do, Cong Dao Tran, Su Nguyen. A hybrid and adaptive evolutionary approach for multitask optimization of post-disaster traveling salesman and repairman problems. Computers & Operations Research. 1-20. 12/03/2024
  18. T. K. Lai, and I. L. Ngo. A new design and optimization of VD-ECF micro-pump: Advancements in electrohydraulic performance. Physics of Fluids. 29/07/2024
  19. Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen. Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Information Sciences. 1-23. 06/07/2024
  20. T. K. Lai, and I. L. Ngo. An investigation on the electrohydraulic performance of novel ECF micro-pump with NACAshaped electrodes. Theoretical and Computational Fluid Dynamics. 29/02/2024
  21. Nam Le Hai, Trang Thien, Linh Ngo Van, Thien Nguyen, Khoat Than. Continual variational dropout: a view of auxiliary local variables in continual learning. Machine Learning. 281-323. 04/11/2023
  22. Trung Thanh Nguyen, Phi Le Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Zero-Shot Pill-Prescription Matching With Graph Convolutional Network and Contrastive Learning. IEEE Access. 55889 - 55904. 13/04/2024
  23. Tran Thi Cam Giang, Dao Tung Lam , Huynh Thi Thanh Binh, Dinh Thi Ha Ly, Do Quoc Huy. BWave framework for coverage path planning in complex environment with energy constraint. Expert Systems with Applications. 123277. 16/01/2024

Publications in 2023

  1. Nguyễn Đức Ca, Phan Thị Thu, Hoàng Thị Minh Anh, Phạm Ngọc Dương, Nguyễn Hoàng Giang, Nguyễn Lệ Hằng. Nâng cao hiệu quả quản trị đại học trong bối cảnh đổi mới giáo dục tại Việt Nam. Tạp chí khoa học giáo dục Việt Nam. 14/03/2023
  2. Do Tuan Anh, Huynh Thi Thanh Binh, Nguyen Duc Thai, Pham Dinh Thanh. A Particle Swarm Optimization and Variable Neighborhood Search based multipopulation algorithm for Inter-Domain Path Computation problem. Applied Soft Computing Journal. 1-17. 20/01/2023
  3. Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do. FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training. IEEE Transactions on Network and Service Management. 1-20. 01/09/2023
  4. Vu Hoang Long, Tran Quang Anh, Do Bao Son, Ta Huu Binh, Binh Minh Nguyen, Huynh Thi Thanh Binh. GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 260-267. Ho Chi Minh city, Vietnam. 06/12/2023
  5. Bui Hong Ngoc, Nguyen Thi Tam, Huynh Thi Thanh Binh, Le Trong Vinh. A phenotype-based multi-objective evolutionary algorithm for maximizing lifetime in wireless sensor networks with bounded hop. Soft Computing. 1-10. 20/06/2023
  6. Ren-Jun Soon, Dinh Viet Sang, Chin-Boon Chng, Chee-Kong Chui. Explainable AI for CPS-Based Manufacturing Workcell. 2023 International Conference on System Science and Engineering (ICSSE). 332-337. 27/07/2023
  7. Ngo-Kien Duong, Viet-Sang Dinh, Thi-Oanh Nguyen. MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 343–350. Ho Chi Minh, Viet Nam. 07/12/2023
  8. Hoang Quan Pham, Manh Cuong Pham, Thanh Hung Nguyen, Phi Le Nguyen, Van Chien Trinh. A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. soict 2023. 312–318. tphcm. 08/12/2023
  9. Tran Cong Dao, Nguyen Thi Tam, Nguyen Quang Quy, Huynh Thi Thanh Binh. An energy-efficient scheme for maximizing data aggregation tree lifetime in wireless sensor network. Journal of Ambient Intelligence and Humanized Computing. 12329-12344. 02/05/2023
  10. Nguyen Minh Chau, Nguyen Ngoc Toan, Le Dinh Tuyen, Dinh Viet Sang, Pooi-Mun Wong, Chin-Boon Chng and Chee-Kong Chui. Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning. The 12th International Symposium on Information and Communication Technology. 485-492. 07/12/2023
  11. 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. 3742-3750. 23/12/2021
  12. Nguyen Van Giang, Nguyen Minh Son, Kieu Anh Van, Tran Cat Khanh, Pham Ngoc Minh, Dinh Viet Sang. One-stage Robotic Grasp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  13. Cong Dao Tran , Anh Do Tuan , Huynh Thi Thanh Binh , Anh Do Duc , Bang Ban Ha , Su Nguyen Phan Bach. MNDE: Node-depth encoding can do better in evolutionary multitask algorithms. Proceedings of the Companion Conference on Genetic and Evolutionary Computation. 251-254. 15/07/2023
  14. Huynh Thanh Trung, Nguyen Minh Hieu, Nguyen Thanh Tam, Phi Le Nguyen, Weidlich Matthias, Nguyen Quoc Viet Hung, Aberer Karl. Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. The 16th ACM International WSDM Conference 2023. 850–858. 27/02/2023
  15. Khang Nguyen, Kien Do, Truong Vu, Khoat Than. Unsupervised image segmentation with robust virtual class contrast. Pattern Recognition Letters. 10-16. 07/07/2023
  16. Tran Thi Cam Giang; Nguyen Tien Dung; Huynh Thi Thanh Binh; Do Quoc Huy; Mac Thi Thoa. Wave Environment Decomposition with Adaptive Tri-Objective Particle Swarm Optimization for Mobile Robot Path Planning. 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 990-997. Singapore. 04/12/2022
  17. Nguyen Thi Hanh; Huynh Thi Thanh Binh; Nguyen Quang Huy; Nguyen Van Thanh; Banh Thi Quynh Mai. Node placement optimization under K-Coverage and K-Connectivity constraints in wireless sensor networks. 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 8. 04/07/2022
  18. Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Hieu Pham, Phi Le Nguyen. A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT 2023. 539–545. TPHCM. 08/12/2023
  19. Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan Thuan Do. Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. Soict 2023. 282–288. tphcm. 08/12/2023
  20. Nguyen Binh Minh; Nguyen Thieu; Vu Quoc Hien; Tran Huy Hung; Vo Hiep; Son Do Bao; Binh Huynh Thi Thanh; Yu Shui; Wu Zongda. A Novel Nature-inspired Algorithm for Optimal Task Scheduling in Fog-Cloud Blockchain System. IEEE Internet of Things Journal. 1-1. 23/06/2023
  21. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Nguyen Thi Trang, Phan Ngoc Lan. Optimizing wireless sensor network lifetime through K-coverage maximization and memetic search. Sustainable Computing: Informatics and Systems. 08/08/2023
  22. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Vu Quang Truong, Nguyen Phuc Tan, Huynh Cong Phap. Node placement optimization under Q-Coverage and Q-Connectivity constraints in wireless sensor networks. Journal of Network and Computer Applications. 27/12/2022
  23. Tue Cao, Nhat Tran, Le Nguyen, Hung Nguyen, Hieu Pham. IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. soict 2023. 578–584. tphcm. 08/12/2023
  24. Nguyen Binh Long, Do Tuan Anh, Ha-Bang Ban, Huynh Thi Thanh Binh. A multipopulation multitasking evolutionary scheme with adaptive knowledge transfer to solve the clustered minimum routing cost tree problem. Information Sciences. 119961. 25/11/2023
  25. Nguyen Hong Son, Nguyen Thanh Huyen, Dinh Viet Sang. Semi-Supervised Learning with Dense Target Producer for End-to-End Lightweight Polyp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  26. La Van Quan, Nguyen Thi Hanh, Huynh Thi Thanh Binh, Vu Duc Toan, Dang The Ngoc, Bui Thu Lam. A bi-population Genetic algorithm based on multi-objective optimization for a relocation scheme with target coverage constraints in mobile wireless sensor networks. Expert Systems with Applications. 27/12/2022
  27. Giang Tran Thi Cam, Duc Manh Do, Quoc Huy Do, Thi Thanh Binh Huynh , Thi Ha Ly Dinh. GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments. Soict 2023. 878–885. 07/12/2023
  28. Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Thao Nguyen Truong, Phi Le Nguyen. High accurate and explainable multi-pill detection framework with graph neural network-assisted multimodal data fusion. plos one. 1-20. 07/09/2023
  29. Pham Van Toan, Dinh Viet Sang. ESSL-Polyp: A Robust Framework of Ensemble Semi-supervised Learning in Polyp Segmentation. Lecture Notes in Networks and Systems. 39-52. London, UK. 22/06/2023
  30. Toan Pham Van, Sang Dinh Viet, Linh Bao Doan, Thanh Tung Nguyen, Quang Hung Nguyen, Duc Trung Tran. Improve polyp semi-supervised segmentation with prioritizing the reliability of unlabeled images. ICSIE. 35-40. 21/10/2022
  31. Do Bao Son, Hiep Khac Vo, Ta Huu Binh, Tran Hoang Hai, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement-Learning-Based Deadline Constrained Task Offloading Schema for Energy Saving in Vehicular Edge Computing System. 2023 International Joint Conference on Neural Networks (IJCNN). 18/06/2023
  32. Tan N. Nguyen, Lam-Thanh Tu, Peppino Fazio, Trinh Van Chien, Cuong V. Le, Huynh Thi Thanh Binh, Miroslav Voznak. On the Dilemma of Reliability or Security in Unmanned Aerial Vehicle Communications Assisted by Energy Harvesting Relaying. IEEE Journal on Selected Areas in Communications. 1-16. 09/10/2023
  33. Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen. A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. aciids. 436–448. 29/09/2023
  34. Nguyen Quang Duc, Tran Khanh Luong, Le Hong Duc, Nguyen Huy Hoan, Trinh Anh Phuc, Dinh Viet Sang. Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection. The 12th International Symposium on Information and Communication Technology. 429-434. 07/12/2023
  35. Quang Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen. SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. CANDAR. 1-8. nagoya. 28/11/2023
  36. Thi Quynh Mai Banh, Trinh Van Chien, Thi Hanh Nguyen, Huynh Thi Thanh Binh. UAV Path Planning for Backscatter and Cache-aided Wireless Power System Under Imperfect CSI. ACM International Symposium on Information and Communication Technology (SOICT), 2023. 319-326. Ho Chi Minh city. 07/12/2023
  37. Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen. GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Engineering Applications of Artificial Intelligence. 1-30. 09/11/2023
  38. Trinh Van Chien, Cuong V. Le, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas. Phase Shift Design for RIS-Aided Cell-Free Massive MIMO Using Improved Differential Evolution. IEEE Wireless Communications Letters. 1499 - 1503. 16/05/2023
  39. Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge Distilled Regularization. 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid). 1-9. 01/05/2023
  40. Ngoc Phuong Bui, Minh-Tri Hoang, Thang Nguyen, Huu-Hai-Quan Dinh, Binh Minh Nguyen. An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Model. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 517–524. Ho Chi Minh. 06/12/2023
  41. Pham Phu Manh; Tran Thi Hue; Huynh Thi Thanh Binh; Nguyen Khanh Phuong. The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service system. 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA). 1-10. Shenzhen, China. 13/10/2022
  42. Duy-Tung Nguyen , Duc-Manh Nguyen , Dinh-Tan Pham , Khoat Than , Hong-Thai Pham , Hai Vu. Bayesian method for bee counting with noise-labeled data. 12th International Symposium on Information and Communication Technology. 401–408. Ho Chi Minh City. 07/12/2023
  43. Nguyen Thi Hanh; Nguyen Van Son; Huynh Thi Thanh Binh; Ban Ha Bang; Trinh Van Chien; Huynh Công Phát; Nguyễn Hữu Nhật Minh. An Improved Genetic Algorithm for Bi-Level Multi-Objective Q-Coverage in Directional Sensor Networks. 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). 24/08/2023
  44. Tran Cong Dao, Nguyen Thi Tam, Huynh Thi Thanh Binh. Node depth representation-based evolutionary multitasking optimization for maximizing the network lifetime of wireless sensor networks. Engineering Applications of Artificial Intelligence. 05/11/2023
  45. Giang Nguyen, Thi Ha Ly Dinh, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices. ACIIDS, Lecture Notes in Computer Science. 74-86. 05/09/2023
  46. Vu Quoc Hung, Tran Le Phuong Thao, Trinh Xuan Minh, Dinh Viet Sang. LSegDiff: A Latent Diffusion Model for Medical Image Segmentation. The 12th International Symposium on Information and Communication Technology. 456-462. 07/12/2023
  47. Tuan Anh Do, Ha‑Bang Ban, Thi Thanh Binh Huynh, Minh Tu Le, Binh Long Nguyen. Genetic algorithm based approach to solve the Clustered Steiner Tree Problem. Evolutionary Intelligence. 1-20. 28/03/2023
  48. Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C.S. Lui. Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Transactions on Network and Service Management. 1-1. 12/11/2023
  49. Tran Hai Long, Doan Cao Thanh Long, Luong Ngoc Hoang, Huynh Thi Thanh Binh. A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control. GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. 577-585. Portugal. 15/07/2023
  50. Nguyen Viet Hoai, Pham Vu Hung, Dinh Viet Sang. Memory-Driven Region Contrast for Enhanced Polyp Semantic Segmentation. 2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings. 05/10/2023
  51. Quang Viet Ly, Ngoc Anh Tong, Bo-Mi Lee, Minh Hieu Nguyen, Huynh Thanh Trung, Phi Le Nguyen, Thu-Huong T. Hoang, Yuhoon Hwang, Jin Hur. Improving algal bloom detection using spectroscopic analysis and machine learning: A case study in a large artificial reservoir, South Korea. Science of the Total Environment. 166467 (1-14). 01/08/2023
  52. Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan Thuan Do, Kien Nguyen. A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks. IEEE Consumer Communications & Networking Conference (CCNC 2022). 1-6. 08/01/2023
  53. Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong; Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. 2023 International Joint Conference on Neural Networks (IJCNN). 1-8. Australia. 18/06/2023
  54. Pham Van Toan, Dinh Viet Sang. M3C-Polyp: Mixed Momentum Model Committee for Improved Semi-Supervised Learning in Polyp Segmentation. World Symposium on Software Engineering. 274-279. 22/09/2023
  55. Ta Huu Binh, Do Bao Son, Hiep Khac Vo, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement Learning for Optimizing Delay-Sensitive Task Offloading in Vehicular Edge-Cloud Computing. IEEE Internet of Things Journal. 23/06/2023
  56. Lam Tran, Viet Nguyen, Phi Nguyen, Khoat Than. Sharpness and Gradient Aware Minimization for Memory-based Continual Learning. International Symposium on Information and Communication Technology (SOICT). 189–196. 07/12/2023
  57. Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong. Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Engineering Applications of Artificial Intelligence. 1-20. 04/09/2023
  58. Nguyen Thanh Long, Tran Thi Huong, Nguyen Ngoc Bao, Huynh Thi Thanh Binh, Phi Le Nguyen, Kien Nguyen. Q-learning-based Distributed Multi-Charging Algorithm for Large-scale WRSNs. Nonlinear Theory and Its Applications, IEICE. 18–34. 01/01/2023
  59. Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen. A Robust Document Localization Solution with Segmentation and Clustering. he 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2023). 1-9. 01/02/2023
  60. Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji. Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Engineering Applications of Artificial Intelligence. 1/20. 28/08/2023
  61. Pham Van Toan, Dinh Viet Sang. ESSL-Polyp: A Robust Framework of Ensemble Semi-supervised Learning in Polyp Segmentation. Computing Conference 2023. 39-52. 20/08/2023

Publications in 2022

  1. Hiroaki Motohashi, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya. Implementation of P4-based Schedulers for Multipath Communication. IEEE Access. 20/07/2022
  2. Phan Thị Thu. Những vấn đề đặt ra đối với thiết chế Hội đồng trường đại học công lập ở Việt Nam hiện nay. Kỷ yếu hội thảo khoa học trường Học viện báo chí và tuyên truyền. 14/11/2022
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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. 1-9. 28/11/2022
  9. 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
  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. 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
  16. 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
  17. Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong. Anti-Forensic Deepfake Personas and How To Spot Them. 2022 International Joint Conference on Neural network. 18/07/2022
  18. Dinh Dung, Huynh Thi Thanh Binh. GDEGAN: Graphical Discriminative Embedding GAN for tabular data. IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA). 13/10/2022
  19. Nam Kieu Dang, Oanh Nguyen Thi, Thuy Nguyen Thi, Hang Dao Viet, Long Dao Van, Trung Tran Quang, Sang Dinh Viet. A Coarse-to-fine Unsupervised Domain Adaptation Method for Cross-Mode Polyp Segmentation. KSE. 19/10/2022
  20. 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
  21. 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
  22. 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
  23. Nguyen Minh Chau, Le Truong Giang, Dinh Viet Sang. PolypDEQ: Towards Effective Transformer-Based Deep Equilibrium Models for Colon Polyp Segmentation. ISVC (Lecture Notes in Computer Science). 456-467. USA. 03/10/2022
  24. 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
  25. Toan Pham Van, Linh Doan Bao, Duc Tran Trung, Quan Nguyen Van, Sang Dinh Viet. Online pseudo labeling for polyp segmentation with momentum networks. KSE. 19/10/2022
  26. 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
  27. 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
  28. Manh Nguyen Duy, Hang Dao Viet, Long Dao Van, Hung Le Quang, Khanh Pham Cong, Oanh Nguyen Thi, Thuy Nguyen Thi, Sang Dinh Viet. EndoUNet: A Unified Model for Anatomical Site Classification, Lesion Categorization and Segmentation for Upper Gastrointestinal Endoscopy. KSE. 19/10/2022
  29. Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh. TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search. 2022 International Joint Conference on Neural Network. 18/07/2022
  30. 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
  31. Phan Thị Thu. Cuộc cạnh tranh của các công ty người Việt với nước ngoài trong lĩnh vực vận tải đường thuỷ ở bắc kỳ đầu thế kỉ XX và những kinh nghiệm đối với doanh nhân Việt Nam hiện nay. Kỷ yếu hội thảo quốc gia tổ chức tại trường ĐHSP Hà Nội 2. 14/12/2022
  32. 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). 261–274. 01/12/2022
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. Nguyen Thi My Binh, Dao Hoang Long, Nguyen Ngoc, Huynh Thi Thanh Binh, Nguyen Khanh Phuong. Investigate Evolutionary Strategies for Black-box Attacks to Deepfake Forensic Systems. SoICT '22: Proceedings of the 11th International Symposium on Information and Communication Technology. 126-133. Hanoi, Vietnam. 01/12/2022
  39. 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. 1-24. 19/10/2022
  40. Tran Thi Hue, Nguyen Quang Anh, Tran Van Thanh, Pham Phu Manh, Huynh Thi Thanh Binh, Nguyen Khanh Phuong. Door-to-Door Sampling Service with Drone. Asian Conference on Intelligent Information and Database Systems, 2022. 163-175. HoChiMinh, Vietnam. 28/11/2022
  41. 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
  42. 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
  43. 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
  44. C Palanichamy, WW Tan & P Naveen. A Microgrid for the Secluded Paana Theertham Kani Settlement in India. Clean Energy. 09/02/2022
  45. 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
  46. 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
  47. 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. 26–39. 09/12/2022
  48. 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. 5021 - 5033. 26/07/2022
  49. 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
  50. 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). 1-11. 29/08/2022
  51. 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
  52. Khoa Nguyen, Dung Nguyen, Nghia Vu, Khoat Than. Random Generative Adversarial Networks. The 11th International Symposium on Information and Communication Technology. 01/12/2022
  53. 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
  54. Nguyen Tuan Hung, Phan Ngoc Lan, Nguyen Thi Oanh, Nguyen Thi Thuy, Dinh Viet Sang. GCEENet: A Global Context Enhancement and Exploitation for Medical Image Segmentation. ISVC (Lecture Notes in Computer Science). 141-152. USA. 03/10/2022
  55. Dinh Viet Sang, Do Duy Quang. Incremental Boundary Refinement using Self Axial Reverse Attention and Uncertainty-Aware Gate for Colon Polyp Segmentation. SoICT. 322-328. 01/12/2022
  56. 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

Publications in 2021

  1. Ngo Van Linh, Bach Tran Xuan, Khoat Than. A graph convolutional topic model for short and noisy text streams. Neurocomputing. 345-359. 19/10/2021
  2. 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. 13/01/2021
  3. Thanh Thi-Hien Duong, Manh Nguyen Huu, Hai Nghiem Thi, Thi-Lan Le, Phi-Le Nguyen, Quoc-Cuong Nguyen. Visual-guided audio source separation: an empirical study. 2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). Hanoi. 15/10/2021
  4. 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. 05/11/2020
  5. Thanh Le-Cong, Xuan Bach Le D., Phi Le Nguyen, Quyet Thang Huynh. Usability and Aesthetics: Better Together for Automated Repair of Web Pages. 2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE). 1-6. 25/10/2021
  6. Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh Hung Nguyen, Kien Nguyen. Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks. 2021 IEEE 19th International Conference on Embedded and Ubiquitous Computing (EUC). 20/10/2021
  7. 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. 07/06/2021
  8. 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. 02/09/2020
  9. Thuy Dung Nguyen, Tuyen Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs. IEEE Transactions on Green Communications and Networking. 11/11/2021
  10. Nguyen Thi Tam, Vi Thanh Dat, Phan Ngoc Lan, Huynh Thi Thanh Binh, Le Trong Vinh, Ananthram Swami. Multifactorial evolutionary optimization to maximize lifetime of wireless sensor networkInformation Sciences. Information Sciences. 355-373. 17/06/2021
  11. 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. 24/11/2020
  12. Son Nguyen, Duong Nguyen, Khai Nguyen, Khoat Than, Hung Bui, Nhat Ho. Structured Dropout Variational Inference for Bayesian Neural Networks. 35th Conference on Neural Information Processing Systems (NeurIPS). 1-9. Sydney, Australia. 06/12/2021
  13. 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. 05/04/2021
  14. Thanh T. H. Duong, Phi Le Nguyen, Hong-Son Nguyen, Duc-Chien Nguyen, Huy Phan, Ngoc Q. K. Duong. Speaker count: a new building block for speaker diarization. 2021 15th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 1-6. Japan. 14/12/2021
  15. 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. 03/05/2021
  16. NGUYEN S. AN, PHAN N. LAN, DAO V. HANG, DAO V. LONG, TRAN Q. TRUNG, NGUYEN T. THUY, DINH V. SANG. BlazeNeo: Blazing Fast Polyp Segmentation and Neoplasm Detection. IEEE Access. 43669 - 43684. 08/04/2021
  17. Phan Ngoc Lan, Nguyen Sy An, Dao Viet Hang, Dao Van Long, Tran Quang Trung, Nguyen Thi Thuy, Dinh Viet Sang. NeoUNet : Towards Accurate Colon Polyp Segmentation and Neoplasm Detection. International Symposium on Visual Computing. 15-28. 04/10/2021
  18. Nguyen Viet Hoai, Phan Huy Hoang, Doan Bao Linh, Dinh Viet Sang. An End-to-End Spatial-Aware Attention Method for Multi-Line License Plate Spotting. The 5th International Conference on Future Networks & Distributed Systems. 625–632. 15/12/2021
  19. 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. 12/04/2021
  20. Tran Thi Huong, Le Van Cuong, Ngo Minh Hai, Nguyen Phi Le, Le Trong Vinh, Huynh Thi Thanh Binh. A bi-level optimized charging algorithm for energy depletion avoidance in wireless rechargeable sensor networks. Applied Intelligence. 1-23. 16/08/2021
  21. 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. 28/06/2021
  22. Phi Le Nguyen, Nang Hung Nguyen, Tuan Anh Nguyen Dinh, Khanh Le, Thanh Hung Nguyen, Kien Nguyen. QIH: an Efficient Q-learning Inspired Hole-Bypassing Routing Protocol for WSNs. IEEE Access. 20/08/2021
  23. 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. 24/07/2021
  24. 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. 14/06/2021
  25. Nguyen Trong Thai, Nguyen Hoang Thuan, Dinh Viet Sang. An Improved Deep Neural Network Based on a Novel Visual Attention Mechanism for Text Recognition. 2021 RIVF International Conference on Computing and Communication Technologies (RIVF). 1-6. 19/08/2021
  26. Nguyen Giang; Sipkova Viera; Dlugolinsky Stefan; Nguyen Binh Minh; Tran Viet; Hluchy Ladislav. A Comparative Study of Operational Engineering for Environmental and Compute-intensive Applications. Array. 16/09/2021
  27. Ta Bao Thang, Tran Cong Dao, Nguyen Hoang Long, Huynh Thi Thanh Binh. Parameter adaptation in multifactorial evolutionary algorithm for many-task optimization. Memetic computing. 433-446. 04/09/2021
  28. Anh Son TA. Sovling problem. NICS. 17/01/2021
  29. 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. 13/01/2021
  30. Nguyen Thieu; Nguyen Thang; Vu Quoc Hien; Huynh Thi Thanh Binh; and Nguyen Binh Minh*. Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems. International Conference on Services Computing (IEEE SCC 2021). 450-455. Chicago, USA. 05/09/2021
  31. 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. 28/06/2021
  32. Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh-Hung Nguyen, Phi Le Nguyen. Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems. 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC). 1-6. 29/10/2021
  33. 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. 28/06/2021
  34. 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. 21/03/2021
  35. Nguyen Ba Hung, Nguyen Thanh Duc, Thai Van Chien, Dinh Viet Sang. AG-ResUNet++: An Improved Encoder-Decoder Based Method for Polyp Segmentation in Colonoscopy Images. 2021 RIVF International Conference on Computing and Communication Technologies (RIVF). 1-6. 19/08/2021
  36. 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. 17/05/2021
  37. Ta Bao Thang, Nguyen Binh Long, Ngo Viet Hoang, Huynh Thi Thanh Binh. Adaptive Knowledge Transfer in Multifactorial Evolutionary Algorithm for the Clustered Minimum Routing Cost Problem. Applied Soft Computing. 1-16. 27/02/2021
  38. Nguyễn Thị Tâm, Vũ Đình Hoàng, Huỳnh Thị Thanh Bình, Lê Trọng Vĩnh. Multi-objective teaching-learning evolutionary algorithm for enhancing sensor network coverage and lifetime. Engineering Applications of Artificial Intelligence. 1-6. 08/11/2021
  39. Tran Bao Hieu, Nguyen Duc Anh, Hoang Duc Viet, Nguyen Manh Hiep, Pham Ngoc Bao Anh, Hoang Gia Bao, Bui Hai Phong, Thanh Hung Nguyen, Nguyen Phi Le, Le Thi Lan. MC-OCR Challenge 2021: A Multi-modal Approach for Mobile-Captured Vietnamese Receipts Recognition. 2021 RIVF International Conference on Computing and Communication Technologies (RIVF). Hanoi, Vietnam. 19/08/2021
  40. Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Canh Hao Nguyen, Khoat Than. Boosting prior knowledge in streaming variational Bayes. Neurocomputing. 143-159. 01/02/2021
  41. Kien Nguyen, Phi Le Nguyen, Li Zhe-tao, Hiroo Sekiya. Empowering 5G Mobile Devices with Network Softwarization. IEEE Transactions on Network and Service Management. 30/06/2021
  42. Viet An Nguyen, Viet Hung, Van Sang Doan, Thanh Hung Nguyen, Phan Thuan Do, Kien Nguyen, Phi Le Nguyen, Minh Thuy Le. Realizing Mobile Air Quality Monitoring System: Architectural Concept and Device Prototype. 2021 26th IEEE Asia-Pacific Conference on Communications (APCC). 11/10/2021
  43. 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. 28/06/2021
  44. Do Bao Son, Vu Tri An, Trinh Thu Hai, Binh Minh Nguyen, Phi Le Nguyen, Huynh Thi Thanh Binh. Fuzzy Deep Q-learning Task Offloading in Delay Constrained Vehicular Fog Computing. 2021 International Joint Conference on Neural Networks (IJCNN). 18/07/2021
  45. I. L. Ngo and T. K. Lai. A numerical investigation on the hydrodynamic characteristics of NACA electrodes for ECF micro-pumps. Agricultural Institute Public Publishing. 29/06/2021
  46. Dinh Viet Sang, Lam Xuan Thu. FastTacotron: A Fast, Robust and Controllable Method for Speech Synthesis. International Conference on Multimedia Analysis and Pattern Recognition (MAPR). 1-6. 15/10/2021
  47. 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. 28/06/2021
  48. 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. 12/10/2020
  49. Phi Le Nguyen, Van Quan La, Anh Duy Nguyen, Thanh Hung Nguyen, Kien Nguyen. An On-demand Charging for Connected Target Coverage in WRSNs using Fuzzy Logic and Q-learning. MDPI Sensors. 12/08/2021
  50. Nguyen Thi Tam, Tran Huy Hung, Huynh Thi Thanh Binh, Le Trong Vinh. A decomposition-based multi-objective optimization approach for balancing the energy consumption of wireless sensor networks.. Applied Soft Computing. 1-14. 25/03/2021
  51. Tien-Cuong Nguyen, Van-Quyen Nguyen, Van Linh Ngo, Khoat Than, Tien-Lam Pham. Learning hidden chemistry with deep neural networks. Computational Materials Science. 1-7. 05/08/2021
  52. Huynh Thi Thanh Binh, Ta Bao Thang, Nguyen Duc Thai, Pham Dinh Thanh. A bi-level encoding scheme for the clustered shortest-path tree problem in multifactorial optimization. Engineering Applications of Artificial Intelligence. 1-14. 29/01/2021
  53. 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. 13/01/2021
  54. 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. 01/01/2021
  55. 6. Visual-guided audio source separation: an empirical study. 2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). 1-6. 01/10/2021
  56. Van Tinh Nguyen, Thi Tu Kien Le, Khoat Than, Dang Hung Tran. Predicting miRNA–disease associations using improved random walk with restart and integrating multiple similarities. Scientific Reports. 21071. 15/10/2021

Publications in 2020

  1. Keiichi Kaneko, Son Van Nguyen, Huynh Thi Thanh Binh. Pairwise Disjoint Paths Routing in Tori. IEEE Access. 192206 - 192217. 21/10/2020
  2. Binh Minh Nguyen, Thanh-Chung Dao, Ba-Lam Do. Towards a blockchain-based certificate authentication system in Vietnam. PeerJ Computer Science. 01-27. 30/03/2020
  3. 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. 01/11/2020
  4. 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. 05/03/2020
  5. 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. 19/07/2020
  6. 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. 20/04/2020
  7. Linh Ngo, Anh Nguyen-Duc, Binh Nguyen, Khoat Than. Neural Poisson Factorization. IEEE Access. 106395-106407. 12/05/2020
  8. 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). 07/12/2020
  9. 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). 14/11/2020
  10. 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. 24/02/2020
  11. Phan Thị Thu. Sức cạnh tranh của các công ti vận tải đường thủy ở Bắc Kỳ từ cuối thế kỉ XIX đến ba mươi năm đầu thế kỉ XX. Tạp chí khoa học trường ĐHSP Hà Nội. 14/02/2020
  12. 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. 01/05/2020
  13. 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. 28/04/2020
  14. 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. 15/07/2020
  15. 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). 26/11/2020
  16. WW Tan, C Palanichamy & G Ramasamy. Energy Sustainability through Generation Scheduling. International Journal of Energy Economics and Policy. 09/03/2020
  17. 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. 04/12/2019
  18. 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. 19/07/2020
  19. 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. 19/07/2020
  20. 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). 24/11/2020
  21. Nguyen Thanh Dat, Nguyen Dang Tuan Anh, Dinh Viet Sang. PCA-based 3D Facial Reenactment From Single Image. MAPR 2020. 1-6. Hà Nội. 08/10/2020
  22. Viet Dung Nguyen, Phi Le Nguyen, Trung Hieu Nguyen, Kien Nguyen, Phan Thuan Do. An e−12e−1-Approximation Algorithm for Maximizing Coverage Capability in Mobile Air Quality Monitoring Systems. 2020 IEEE 19th International Symposium on Network Computing and Applications (NCA). 1-6. 24/11/2020
  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. 1-8. 28/04/2020
  24. 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. 22/06/2020
  25. 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. 20/11/2019
  26. 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. 24/11/2020
  27. 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. 24/06/2020
  28. 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. 1-8. Virtual. 24/05/2019
  29. 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. 30/11/2020
  30. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Nguyen Van Linh, Shui Yu. Efficient meta-heuristic approaches in solving minimal exposure path problem for heterogeneous wireless multimedia sensor networks in internet of things. Applied Intelligence. 1889–1907. 19/01/2020
  31. 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. 24/11/2020
  32. 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. 12/08/2020
  33. adsfdasf, adsfasfads,fasfadsfasdfasdf. sadf àds ầ dsf. SoICT. 01/02/2020
  34. 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. 07/12/2020
  35. 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. 29/12/2020
  36. 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. 09/01/2020
  37. La Van Quan, Thanh Hung Nguyen, Phi Le Nguyen. Extending Network Lifetime by Exploiting Wireless Charging in WSN. RIVF 2020. 15/10/2020
  38. 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. 05/10/2020
  39. 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. 06/04/2020
  40. 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. 28/05/2020
  41. 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. 16/09/2020
  42. I. L. Ngo, T. K. Lai, H. J. Choi, H. T. T. Le, G. M. Kim, and T. D. Dang. A study on mixing performance of dean flows through spiral micro-channel under various effects. Physics of Fluids. 29/06/2020
  43. 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. 10/11/2020
  44. 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. 08/10/2020
  45. 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. 25/07/2020
  46. 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. 24/02/2020
  47. Nguyen Ngoc-Hoa; Nguyen Binh Minh*; Dao Thanh-Chung; and Do 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. 06/04/2020
  48. 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. 05/08/2020