Publications

2024

Nguyen, AN., Ngo, TS., Bui, NA., Le, PC., Nguyen, GH. (2024). UAV-aided uplink NOMA based on MEC in IoT networks: Secrecy offloading and Optimization. In: Tran, K.P., Li, S., Heuchenne, C., Truong, T.H. (eds) The Seventh International Conference on Safety and Security with IoT. SaSeIoT 2023. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-031-53028-9_8.

2023

P. V. T. Minh, N. D. D. Viet, N. T. Son, B. N. Anh and J. Jaafar, "RelaHash: Deep Hashing with Relative Position," in IEEE Access, doi: 10.1109/ACCESS.2023.3259104.

N. T. Son, T. T. Nguyet Ha, J. B. JAAFAR, B. N. Anh and T. T. Giang, "Some Metaheuristics for Tourist Trip Design Problem," 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur, Malaysia, 2023, pp. 1-10, doi: 10.1109/ISIEA58478.2023.10212154.

L. P. Chi, H. Q. Thang, V. T. Huong Giang, N. T. Son and B. N. Anh, "Teaching Assignment Based on NASH Equilibrium and Genetic Algorithm," 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur, Malaysia, 2023, pp. 1-7, doi: 10.1109/ISIEA58478.2023.10212338.

B. N. Anh, N. H. Giang, N. Q. Hai, T. N. Minh, N. T. Son and B. D. Chien, "An University Student Dropout Detector Based on Academic Data," 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur, Malaysia, 2023, pp. 1-8, doi: 10.1109/ISIEA58478.2023.10212223.

B. D. Trung, N. T. Son, N. D. Tung, K. A. Son, B. N. Anh and P. T. Lam, "Educational Data Mining: A Systematic Review on the Applications of Classical Methods and Deep Learning Until 2022," 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur, Malaysia, 2023, pp. 1-15, doi: 10.1109/ISIEA58478.2023.10212273.

2022

Ngo ST, Jaafar J, Izzatdin AA, Tong GT, Bui AN. 2022. Some metaheuristic algorithms for solving multiple cross-functional team selection problems. PeerJ Computer Science 8:e1063 https://doi.org/10.7717/peerj-cs.1063

Ngo, Tung S., Jafreezal Jaafar, Izzatdin A. Aziz, Muhammad U. Aftab, Hoang G. Nguyen, and Ngoc A. Bui. 2022. "Metaheuristic Algorithms Based on Compromise Programming for the Multi-Objective Urban Shipment Problem" Entropy 24, no. 3: 388. https://doi.org/10.3390/e24030388

Arshiya Sultana, Wajeeha Begum, Rushda Saeedi, Khaleequr Rahman, Md Belal Bin Heyat, Faijan Akhtar, Ngo Tung Son, Hadaate Ullah, "Experimental and Computational Approaches for the Classification and Correlation of Temperament (Mizaj) and Uterine Dystemperament (Su’-I-Mizaj Al-Rahim) in Abnormal Vaginal Discharge (Sayalan Al-Rahim) Based on Clinical Analysis Using Support Vector Machine", Complexity, vol. 2022, Article ID 5718501, 16 pages, 2022. https://doi.org/10.1155/2022/5718501

Ngo Tung Son*, Jafreezal B Jaafar, Izzatdin Abdul Aziz, Tong Truong Giang, Nguyen Hoang Giang and Bui Ngoc Anh. 2022. Different Approaches of Evolutionary Algorithms to Multiple Objective RCPSP. In 2022 7th International Conference on Big Data and Computing (ICBDC 2022), May 27-29, 2022, Shenzhen, China. ACM, New York, NY, USA, 14 Pages. https://doi.org/10.1145/3545801.3545810

Chien Trong Nguyen, Giang Hoang Nguyen, Long Khac Pham, Anh-Truong Dinh Nguyen, Duc-Viet Dong Nguyen, Son Tung Ngo, and Anh Ngoc Bui. 2022. A Deep Learning Based Application for Recognition and Preventing Sensitive Image. In Proceedings of the 10th International Conference on Computer and Communications Management (ICCCM '22). Association for Computing Machinery, New York, NY, USA, 102–108. https://doi.org/10.1145/3556223.3556239

2021

Son Tung Ngo, JAFREEZAL JAAFAR, IZZATDIN ABDUL AZIZ, and Giang Hoang Nguyen. 2021. Introduction to A Compromise Programming Based Method for Complex Scheduling and Planning Problems. In 2021 4th International Conference on Information Management and Management Science (IMMS 2021). Association for Computing Machinery, New York, NY, USA, 265–272. DOI:https://doi.org/10.1145/3485190.3485231

Son Tung Ngo, JAFREEZAL JAAFAR, Thang Van Doan, Duong Phan Lac, and Anh Ngoc Bui. 2021. The Effectiveness of Reference Point Selection Methods for Compromise Programming in Multi-Criteria Learning Path Search Algorithm. In 2021 4th International Conference on Information Management and Management Science (IMMS 2021). Association for Computing Machinery, New York, NY, USA, 296–302. DOI:https://doi.org/10.1145/3485190.3485236

Son, N. T., Jaafar, J., Aziz, I. A., Anh, B. N., Binh, H. D. et al. (2021). A Compromise Programming to Task Assignment Problem in Software Development Project. CMC-Computers, Materials & Continua, 69(3), 3429–3444.

Ngo, S., Jaafar, J., Aziz, I., Nguyen, G., & Bui, A. (2021). Genetic Algorithm for Solving Multi-Objective Optimization in Examination Timetabling Problem. International Journal Of Emerging Technologies In Learning (IJET), 16(11), pp. 4-24. doi:http://dx.doi.org/10.3991/ijet.v16i11.21017

Aftab MU, Oluwasanmi A, Alharbi A, Sohaib O, Nie X, Qin Z, Ngo ST. 2021. Secure and dynamic access control for the Internet of Things (IoT) based traffic system. PeerJ Computer Science 7:e471 https://doi.org/10.7717/peerj-cs.471.

N. T. Son, J. Jaafar, I. A. Aziz and B. N. Anh, "Meta-Heuristic Algorithms for Learning Path Recommender at MOOC," in IEEE Access, vol. 9, pp. 59093-59107, 2021, doi: 10.1109/ACCESS.2021.3072222.

Ariyo Oluwasammi, Muhammad Umar Aftab, Zhiguang Qin, Son Tung Ngo, Thang Van Doan, Son Ba Nguyen, Son Hoang Nguyen, Giang Hoang Nguyen, "Features to Text: A Comprehensive Survey of Deep Learning on Semantic Segmentation and Image Captioning", Complexity, vol. 2021, Article ID 5538927, 19 pages, 2021. https://doi.org/10.1155/2021/5538927

Ariyo Oluwasanmi, Muhammad Umar Aftab, Zhiguang Qin, Son Tung Ngo, Thang Van Doan, Son Ba Nguyen, Son Hoang Nguyen, "Transfer Learning and Semisupervised Adversarial Detection and Classification of COVID-19 in CT Images", Complexity, vol. 2021, Article ID 6680455, 11 pages, 2021. https://doi.org/10.1155/2021/6680455

Son, Ngo T.; Jaafar, Jafreezal; Aziz, Izzatdin A.; Anh, Bui N. 2021. "A Compromise Programming for Multi-Objective Task Assignment Problem" Computers 10, no. 2: 15. https://doi.org/10.3390/computers10020015

Ban Quy Tran, Thai Van Nguyen, Thang Duc Phung, Viet Tan Nguyen, Dat Duy Tran, and Son Tung Ngo. 2021. FU Covid-19 AI Agent built on Attention algorithm using a combination of Transformer, ALBERT model, and RASA framework. In 2021 10th International Conference on Software and Computer Applications (ICSCA 2021). Association for Computing Machinery, New York, NY, USA, 22–31. DOI:https://doi.org/10.1145/3457784.3457788

Bach Duy Khuat, Duong Thai Phung, Ha Thi Thu Pham, Anh Ngoc Bui, and Son Tung Ngo. 2021. Vietnamese sign language detection using Mediapipe. In 2021 10th International Conference on Software and Computer Applications (ICSCA 2021). Association for Computing Machinery, New York, NY, USA, 162–165. DOI:https://doi.org/10.1145/3457784.3457810

Vu Thanh Dat, Phan Quang Huy, Nguyen Dinh Tra, Tran Hai Anh, Bui Ngoc Anh, and Ngo Tung Son. 2021. A Deep Learning-Based Implementation for Self-Driving Car. In 2021 10th International Conference on Software and Computer Applications (ICSCA 2021). Association for Computing Machinery, New York, NY, USA, 279–287. DOI:https://doi.org/10.1145/3457784.3457827

Son Tung Ngo, Jaafar Jafreezal, Giang Hoang Nguyen, and Anh Ngoc Bui. 2021. A Genetic Algorithm for Multi-Objective Optimization in Complex Course Timetabling. In 2021 10th International Conference on Software and Computer Applications (ICSCA 2021). Association for Computing Machinery, New York, NY, USA, 229–237. DOI:https://doi.org/10.1145/3457784.3457821

2020

Tran, S.N., Ngo, T., Zhang, Q. et al. Mixed-dependency models for multi-resident activity recognition in smart homes. Multimed Tools Appl (2020). https://doi.org/10.1007/s11042-020-09093-0.

Giao N. Pham, Son T. Ngo, Anh N. Bui, Ban Q. Tran, Dinh V. Tran, and Suk-Hwan Lee, "Edges of Interpolating Tetrahedron Based Encryption Algorithm for 3D Printing Model," Journal of Advances in Information Technology, Vol. 11, No. 2, pp. 84-90, May 2020. doi: 10.12720/jait.11.2.84-90

Ngo, T.S.; Bui, N.A.; Tran, T.T.; Le, P.C.; Bui, D.C.; Nguyen, T.D.; Phan, L.D.; Kieu, Q.T.; Nguyen, B.S.; Tran, S.N. Some Algorithms to Solve a Bi-Objectives Problem for Team Selection. Appl. Sci. 2020, 10, 2700.

Son, N.T.; Anh, B.N.; Ban, T.Q.; Chi, L.P.; Chien, B.D.; Hoa, D.X.; Thanh, L.V.; Huy, T.Q.; Duy, L.D.; Hassan Raza Khan, M. Implementing CCTV-Based Attendance Taking Support System Using Deep Face Recognition: A Case Study at FPT Polytechnic College. Symmetry 2020, 12, 307.

M. U. Aftab, Yasir Munir, Ariyo Oluwasanmi, Zhiguang Qin, Muhammad Haris Aziz, Zakria, Ngo Tung Son, Tran Van Dinh, "A Hybrid Access Control Model with Dynamic COI for Secure Localization of Satellite and IoT based Vehicles," in IEEE Access. doi: 10.1109/ACCESS.2020.2969715

Pham Ngoc Hai, Nguyen Manh Tien, Hoang Trung Hieu, Pham Quoc Chung, Nguyen Thanh Son, Pham Ngoc Ha and Ngo Tung Son. 2020. An Empirical Research on the Effectiveness of Different LSTM Architectures on Vietnamese Stock Market. In 2020 International Conference on Control, Robotics and Intelligent System (CCRIS 2020), October 27-29, 2020, Xiamen, China. ACM, New York, NY, USA, https://doi.org/10.1145/3437802.3437827

Ngo Tung Son, Bui Ngoc Anh, Kieu Quoc Tuan, Nguyen Ba Son, Nguyen Hoang Son and Jafreezal Jaafar. 2020. An Analysis of the Effectiveness of Emergency Distance Learning under COVID-19. In 2020 International Conference on Control, Robotics and Intelligent System (CCRIS 2020), October 27-29, 2020, Xiamen, China. ACM, New York, NY, USA, https://doi.org/10.1145/3437802.3437826

Le Dinh Duy, Ngo Tuan Anh, Ngo Tung Son, Nguyen Viet Tung, Nguyen Ba Duong, and Muhammad Hassan Raza Khan. 2020. Deep Learning in Semantic Segmentation of Rust in Images. In Proceedings of the 2020 9th International Conference on Software and Computer Applications (ICSCA 2020). Association for Computing Machinery, New York, NY, USA, 129–132. DOI:https://doi.org/10.1145/3384544.3384606

2019

Pham, G.N.; Ngo, S.T.; Bui, A.N.; Tran, D.V.; Lee, S.-H.; Kwon, K.-R. Vector Map Random Encryption Algorithm Based on Multi-Scale Simplification and Gaussian Distribution. Appl. Sci. 2019, 9, 4889.

Tran, S.N., Nguyen, D., Ngo, TS. et al. "On multi-resident activity recognition in ambient smart-homes" Artif Intell Rev (2019). https://doi.org/10.1007/s10462-019-09783-8.

Ngoc Anh B, Tung Son N, Truong Lam P, Phuong Chi L, Huu Tuan N, Cong Dat N, Huu Trung N, Umar Aftab M, Van Dinh T. A Computer-Vision Based Application for Student Behavior Monitoring in Classroom. Applied Sciences. 2019; 9(22):4729.

Aftab MU, Qin Z, Hundera NW, Ariyo O, Zakria, Son NT, Dinh TV. Permission-Based Separation of Duty in Dynamic Role-Based Access Control Model. Symmetry. 2019; 11(5):669.

Tran, S.N., Ngo, S. & Garcez, A.. Probabilistic approaches for music similarity using restricted Boltzmann machines . Neural Comput & Applic (2019). https://doi.org/10.1007/s00521-019-04106-y

Muhammad Umar Aftab, Zhiguang Qin, Kashif Hussain, Zakria Jamali, Ngo Tung Son, Nguyen Van Nam, Tran Van Dinh, "Negative Authorization by Implementing Negative Attributes in Attribute-Based Access Control Model for Internet of Medical Things," 2019 15th International Conference on Semantics, Knowledge and Grids (SKG), Guangzhou, China, 2019, pp. 167-174.

Tran Thi Thuy, Nguyen Van Nam, Ngo Tung Son, and Tran Van Dinh. 2019. DC Programming and DCA for Power Minimization Problem in Multi-User Beamforming Networks. In Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA '19). ACM, New York, NY, USA, 564-568. DOI: https://doi.org/10.1145/3316615.3316665.

Ngo Tung Son, Tran Thi Thuy, Bui Ngoc Anh, and Tran Van Dinh. 2019. DCA-Based Algorithm for Cross-Functional Team Selection. In Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA '19). ACM, New York, NY, USA, 125-129. DOI: https://doi.org/10.1145/3316615.3316645.

Nguyen The Duy, Tran Thi Thuy, Luong Thuy Chung, Ngo Tung Son, and Tran Van Dinh. 2019. DC programming and DCA for Secure Guarantee with Null Space Beamforming in Two-Way Relay Networks. In Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA '19). ACM, New York, NY, USA, 529-532. DOI: https://doi.org/10.1145/3316615.3316687.

Ngo Tung Son, Le Phuong Chi, Phan Truong Lam, and Tran Van Dinh. 2019. Combination of Facial Recognition and Interaction with Academic Portal in Automatic Attendance System. In Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA '19). ACM, New York, NY, USA, 299-305. DOI: https://doi.org/10.1145/3316615.3316638.

Tran Quy Ban, Bui Ngoc Anh, Ngo Tung Son, and Tran Van Dinh. 2019. Survey of Hyperledger Blockchain Frameworks: Case Study in FPT University's Cryptocurrency Wallets. In Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA '19). ACM, New York, NY, USA, 472-480. DOI: https://doi.org/10.1145/3316615.3316671.

2018

Ngo Tung Son, Duong Xuan Hoa, and Vu Thanh. 2018. Learning Sparse Representation from Multiple-source Data for Relative Similarity in Music. In Proceedings of the 2018 International Conference on Computational Intelligence and Intelligent Systems (CIIS 2018). ACM, New York, NY, USA, 1-4. DOI: https://doi.org/10.1145/3293475.3293483.

M. A. Hossin, M. Shil, V. Thanh and N. T. Son, "An Adjustable Window-Based FIR Filter and Its Application in Audio Signal De-Noising," 2018 3rd International Conference on Robotics and Automation Engineering (ICRAE), Guangzhou, China, 2018, pp. 248-252. doi: 10.1109/ICRAE.2018.8586723.

Ngo Tung Son, Le Van Thanh, Tran Binh Duong, and Bui Ngoc Anh. 2018. A decision support tool for cross-functional team selection: case study in ACM-ICPC team selection. In Proceedings of the 2018 International Conference on Information Management & Management Science (IMMS '18). ACM, New York, NY, USA, 133-138. DOI: https://doi.org/10.1145/3277139.3277149.

Ngo Tung Son, Le Van Thanh, Tran Quy Ban, Duong Xuan Hoa, and Bui Ngoc Anh. 2018. An analyze on effectiveness of candlestick reversal patterns for Vietnamese stock market. In Proceedings of the 2018 International Conference on Information Management & Management Science (IMMS '18). ACM, New York, NY, USA, 89-93. DOI: https://doi.org/10.1145/3277139.3277161.

Tran S.N., Zhang Q., Nguyen A., Vu XS., Ngo S. (2018) Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling. In: Cheng L., Leung A., Ozawa S. (eds) Neural Information Processing. ICONIP 2018. Lecture Notes in Computer Science, vol 11301. Springer, Cham.

2017

Ngo Tung Son, Dao Huy Dat, Nguyen Quang Trung, and Bui Ngoc Anh. 2017. Combination of Dimensionality Reduction and User Clustering for Collaborative-Filtering. In Proceedings of the 2017 International Conference on Computer Science and Artificial Intelligence (CSAI 2017). ACM, New York, NY, USA, 125-130. DOI: https://doi.org/10.1145/3168390.3168405.

Dinh VN., Ho MV., Nguyen VC., Ngo TS., Charles E. (2017) The Analyzes of Network-on-Chip Architectures Based on NOXIM Simulator. In: Akagi M., Nguyen TT., Vu DT., Phung TN., Huynh VN. (eds) Advances in Information and Communication Technology. ICTA 2016. Advances in Intelligent Systems and Computing, vol 538. Springer, Cham.