Research overview
Research overview
My research focuses on intelligent systems for the Internet of Things and UAV-based applications, especially deep reinforcement learning for UAV and aerial edge networks. Citation metrics are on Google Scholar.
My research focuses on intelligent systems for the Internet of Things and UAV-based applications, especially deep reinforcement learning for UAV and aerial edge networks. Citation metrics are on Google Scholar.
[J30] Tri-Hai Nguyen, Huy T. Nguyen, Vo Nguyen Quoc Bao, Luong Vuong Nguyen, Laihyuk Park, “Multi-Agent TD3 for HAPS-Assisted Multi-UAV Aerial Edge Computing,” ICT Express, 2026, Elsevier. (In press) DOI
[J29] Tung Son Do, Thanh Phung Truong, Kiet Nguyen Tuan Tran, Huy Dang Mac, Jaemin Kim, Tri-Hai Nguyen, Nhu-Ngoc Dao, Sungrae Cho, “On Energy Efficiency for Multi-Flow Semantic Routing in Multi-UAV Relay Networks,” Journal of Network and Computer Applications, 2026, Elsevier. (In press) DOI
[J28] Tien-Bach-Thanh Do, Hyeon-Ju Jeon, Luong Vuong Nguyen, Trang Thuy Pham, Tri-Hai Nguyen, O-Joun Lee, “A Survey on Graph Representation Learning in Computer Vision: Perspectives on the Granularity of Visual Entities and Tasks,” PeerJ Computer Science, 2026, PeerJ. (Accepted)
[J27] Vuong T. Pham, Huy D. T. Do, Tri-Hai Nguyen, Hien D. Nguyen, “Improving Legal Document Analysis and Automatic Knowledge Updates with Legal-Onto Ontology,” SN Computer Science, Vol. 6, 874, Oct. 2025, Springer. DOI
[J26] Heejae Park, Kihyun Seol, Seungyeop Song, Yerin Lee, WonSeok Choi, Kyung-Mo Sung, Tri-Hai Nguyen, Laihyuk Park, “A Comprehensive Review on Non-Terrestrial Network Technologies in 3GPP Standards,” Human-centric Computing and Information Sciences, Vol. 15, 59, Oct. 2025, Korea Computer Industry Association. DOI
[J25] Minh Nguyen-Duc, Luong Vuong Nguyen, Huy Nguyen-Ho-Nhat, Tri-Hai Nguyen, O-Joun Lee, “A Comparative Study of Deep Audio Models for Spectrogram- and Waveform-based SingFake Detection,” IEEE Access, Vol. 13, pp. 95739-95752, May 2025, IEEE. DOI
[J24] L. Minh Dang, ASM Sharifuzzaman Sagar, Ngoc Dung Bui, Luong Vuong Nguyen, Tri-Hai Nguyen, “Attention-Guided Marine Debris Detection with an Enhanced Transformer Framework Using Drone Imagery,” Process Safety and Environmental Protection, Vol. 197, 107089, May 2025, Elsevier. DOI
[J23] Huu-Tuong Ho, Luong Vuong Nguyen, Minh-Tien Pham, Quang-Huy Pham, Quang-Duong Tran, Duong Nguyen Minh Huy, Tri-Hai Nguyen, “A Review on Vision-Language-based Approaches: Challenges and Applications,” CMC-Computers, Materials & Continua, Vol. 82, No. 2, pp. 1733-1756, Feb. 2025, Tech Science Press. DOI
[J22] Tra Huong Thi Le, Nguyen Van Dien, Luong Vuong Nguyen, Tri-Hai Nguyen, O-Joun Lee, “Transmission Power Optimization for Hybrid NOMA-URLLC System with STAR-RIS Assistance,” IEEE Access, Vol. 13, pp. 50216-50225, Jan. 2025, IEEE. DOI
[J21] Minh Dang, Hanxiang Wang, Yanfen Li, Tri-Hai Nguyen, Lilia Tightiz, Nguyen Xuan-Mung, Tan N. Nguyen, “Computer Vision for Plant Disease Recognition: A Comprehensive Review,” The Botanical Review, Vol. 90, pp. 251–311, Sept. 2024, Springer. DOI
[J20] Hanxiang Wang, Tri-Hai Nguyen, Tan N. Nguyen, Minh Dang, “PD-TR: End-to-end Plant Diseases Detection using a Transformer,” Computers and Electronics in Agriculture, Vol. 224, 109123, Sept. 2024, Elsevier. DOI
[J19] Heejae Park, Tri-Hai Nguyen, Laihyuk Park, “An Investigation on Open-RAN Specifications: Use Cases, Security Threats, Requirements, Discussions,” CMES-Computer Modeling in Engineering & Sciences, Vol. 141, No. 1, pp. 13-41, Aug. 2024, Tech Science Press. DOI
[J18] Tri-Hai Nguyen, Thanh Phung Truong, Anh-Tien Tran, Nhu-Ngoc Dao, Laihyuk Park, Sungrae Cho, “Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access,” IEEE Transactions on Network Science and Engineering, Vol. 11, No. 4, pp. 3398-3411, July-Aug. 2024, IEEE. DOI
[J17] Tri-Hai Nguyen, Minh Dang, “Automated Marine Litter Investigation for Underwater Images using a Zero-shot Pipeline,” Environmental Modelling & Software, Vol. 177, 106065, June 2024, Elsevier. DOI
[J16] Nhu-Ngoc Dao, Ngo Hoang Tu, Trong-Dai Hoang, Tri-Hai Nguyen, Luong Vuong Nguyen, Kyungchun Lee, Laihyuk Park, Woongsoo Na, Sungrae Cho, “A Review on New Technologies in 3GPP Standards for 5G Access and Beyond,” Computer Networks, Vol. 245, 110370, May 2024, Elsevier. DOI
[J15] Tri-Hai Nguyen, Luong Vuong Nguyen, L. Minh Dang, Vinh Truong Hoang, Laihyuk Park, “TD3-Based Optimization Framework for RSMA-Enhanced UAV-Aided Downlink Communications in Remote Areas,” Remote Sensing, Vol. 15, No. 22, 5284, Nov. 2023, MDPI. DOI
[J14] Minh Dang, Hanxiang Wang, Tri-Hai Nguyen, Lilia Tightiz, Liem Dinh Tien, Tan N. Nguyen, Ngoc Phi Nguyen, “CDD-TR: Automated Concrete Defect Investigation using an Improved Deformable Transformers,” Journal of Building Engineering, Vol. 75, 106976, Sept. 2023, Elsevier. DOI
[J13] Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, David Camacho, “Extending Collaborative Filtering Recommendation Using Word Embedding: A Hybrid Approach,” Concurrency and Computation: Practice & Experience, Vol. 35, No. 16, e6232, July 2023, Wiley. DOI
[J12] Luong Vuong Nguyen, Quoc-Trinh Vo, Tri-Hai Nguyen, “Adaptive KNN-Based Extended Collaborative Filtering Recommendation Services,” Big Data and Cognitive Computing, Vol. 7, No. 2, 106, May 2023, MDPI. DOI
[J11] Tri-Hai Nguyen, Laihyuk Park, “HAP-Assisted RSMA-Enabled Vehicular Edge Computing: A DRL-Based Optimization Framework,” Mathematics, Vol. 11, No. 10, 2376, May 2023, MDPI. DOI
[J10] Tri-Hai Nguyen, Jason J. Jung, “ACO-Based Traffic Routing Method with Automated Negotiation for Connected Vehicles,” Complex & Intelligent Systems, Vol. 9, No. 1, pp. 625–636, Feb. 2023, Springer. DOI
[J9] Gia Toai Truong, Kyoung-Kyu Choi, Tri-Hai Nguyen, Chang-Soo Kim, “Prediction of Shear Strength of RC Deep Beams using XGBoost Regression with Bayesian Optimization,” European Journal of Environmental and Civil Engineering, Vol. 27, No. 14, pp. 4046–4066, 2023, Taylor & Francis. DOI
[J8] Tri-Hai Nguyen, Jason J. Jung, “Ant Colony Optimization-Based Traffic Routing with Intersection Negotiation for Connected Vehicles,” Applied Soft Computing, Vol. 112, 107828, Nov. 2021, Elsevier. DOI
[J7] Gen Li, Tri-Hai Nguyen, Jason J. Jung, “Traffic Incident Detection Based on Dynamic Graph Embedding in Vehicular Edge Computing,” Applied Sciences, Vol. 11, No. 13, 5861, June 2021, MDPI. DOI
[J6] Tri-Hai Nguyen, Jason J. Jung, “Swarm Intelligence-Based Green Optimization Framework for Sustainable Transportation,” Sustainable Cities and Society, Vol. 71, 102947, Aug. 2021, Elsevier. DOI
[J5] Tri-Hai Nguyen, Jason J. Jung, “Multiple ACO-Based Method for Solving Dynamic MSMD Traffic Routing Problem in Connected Vehicles,” Neural Computing & Applications, Vol. 33, No. 12, pp. 6405–6414, June 2021, Springer. DOI
[J4] Tri-Hai Nguyen, Luong Vuong Nguyen, Jason J. Jung, Israel Edem Agbehadji, Samuel Ofori Frimpong, Richard C. Millham, “Bio-Inspired Approaches for Smart Energy Management: State of the Art and Challenges,” Sustainability, Vol. 12, No. 20, 8495, Oct. 2020, MDPI. DOI
[J3] Tri-Hai Nguyen, Myungsik Yoo, “A Hybrid Prevention Method for Eavesdropping Attack by Link Spoofing in Software-Defined Internet of Things Controllers,” International Journal of Distributed Sensor Networks, Vol. 13, No. 11, Nov. 2017, SAGE Publications. DOI
[J2] Tri-Hai Nguyen, Myungsik Yoo, “Analysis of Attacks on Device Manager in Software-Defined Internet of Things,” International Journal of Distributed Sensor Networks, Vol. 13, No. 8, Aug. 2017, SAGE Publications. DOI
[J1] Duy-Linh Nguyen, Tri-Hai Nguyen, Trong-Hop Do, Myungsik Yoo, “Probability-Based Multi-Hop Diffusion Method for Influence Maximization in Social Networks,” Wireless Personal Communications, Vol. 93, No. 4, pp. 903–916, April 2017, Springer. DOI
[C42] Tri-Hai Nguyen, Huy T. Nguyen, Vo Nguyen Quoc Bao, Thanh-Dat Le, Luong Vuong Nguyen, O-Joun Lee, “Energy-Efficient Resource Allocation in O-RAN Using Soft Actor-Critic,” Proc. 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 2025. DOI
[C41] Danh Le, Thanh-Dat Le, Tri-Hai Nguyen, “Group-Aware DDQN with Markovian Reward Adjustment for Vehicular Spectrum Access Under Intermittent Jamming,” Proc. 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 2025. DOI
[C40] Huy T. Nguyen, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, Van-Dinh Nguyen, Nhan Thanh Nguyen, “Energy Efficiency Maximization for RIS-aided Integrated Sensing and Communication,” Proc. 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 2025. DOI
[C39] Asma Khan, Gul E Arzu, Tri-Hai Nguyen, L. Minh Dang, Hyeonjoon Moon, “AI-Driven Hand Gesture Recognition for Intelligent Human-Computer Interaction in Healthcare,” Proc. International Conference on Explainable Intelligence in Digital Twins (EIDT 2025), Ho Chi Minh City, Vietnam, Nov. 2025. DOI
[C38] Huy T. Nguyen, Nhan Thanh Nguyen, Nguyen Cong Luong, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, “Max-Min Rate Optimization for Reconfigurable Intelligent Surfaces Aided ISAC Systems,” Proc. 24th International Symposium on Communications and Information Technologies (ISCIT 2025), Hanoi, Vietnam, Oct. 2025. DOI
[C37] Tri-Hai Nguyen, Huy T. Nguyen, Minh-Phung Bui, Luong Vuong Nguyen, Laihyuk Park, Vo Nguyen Quoc Bao, “Autonomous UAVs in Disaster Management: A Survey on DRL-Driven Approaches,” Proc. International Conference on Intelligent Aerial Access and Applications (IAAA 2025), Hanoi, Vietnam, July 2025. DOI
[C36] Minh-Sang Van Nguyen, Tran Thien Thanh, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, “Outage Probability Analysis for Relay Networks Combined with RIS-NOMA Systems,” Proc. 18th International Conference on Computing and Communication Technologies (RIVF 2024), pp. 361-365, IEEE, Da Nang, Vietnam, Dec. 2024. DOI
[C35] Sagar Kavaiya, Dharmendra Chauhan, Yoong Choon Chang, Mohamad Yusoff Bin Alias, Nguyen Tri Hai, Bui Minh Phung, Narendrakumar Chauhan, Purvang Dalal, “A Neuro-Evolutionary Framework for Enhancing Communication, Safety, and Decision-Making in Connected Car Ecosystems,” Proc. International Conference on Soft Computing and its Engineering Applications (icSoftComp 2024), pp. 359-374, Springer, Bangkok, Thailand, Dec. 2024. DOI
[C34] Huy D. T. Do, Hien D. Nguyen, Vuong T. Pham, Tri-Hai Nguyen, “Legal-Onto Model for Efficient Land Law Updates in Vietnam,” Proc. 11th International Conference on Future Data and Security Engineering (FDSE 2024), pp. 241-253, Springer, Binh Duong, Vietnam, Nov. 2024. DOI
[C33] Tri-Hai Nguyen, Truong Khang Nguyen, Tuan-Duc Nguyen, Vo Nguyen Quoc Bao, “DRL for Trajectory Design and Resource Management in UAV-Aided RSMA Networks,” Proc. 17th International Conference on Advanced Technologies for Communications (ATC 2024), pp. 36-40, IEEE, Ho Chi Minh City, Vietnam, Oct. 2024. DOI
[C32] Tri-Hai Nguyen, Truong Khang Nguyen, Vo Nguyen Quoc Bao, Heejae Park, Laihyuk Park, “Generative AI-Powered Aerial Access Networks: Recent Studies and Future Outlook,” Proc. 15th International Conference on Information and Communication Technology Convergence (ICTC 2024), pp. 529-533, IEEE, Jeju Island, Korea, Oct. 2024. DOI
[C31] Nur Alam, Taicheng Jin, L. Minh Dang, Tri-Hai Nguyen, Hyeonjoon Moon, “Deep Learning Approaches Based Robust QR Code Extraction and Verification for Industrial IoT,” Proc. 3rd International Conference on Intelligence of Things (ICIT 2024), Vol. 2, pp. 244-255, Springer, Da Nang, Vietnam, Sept. 2024. DOI
[C30] Tri-Hai Nguyen, Truong Khang Nguyen, Minh-Phung Bui, Tuan-Duc Nguyen, Vo Nguyen Quoc Bao, Demeke Shumeye Lakew, “Age of Information Minimization in Hierarchical Aerial Networks via MADDPG Approach,” Proc. 3rd International Conference on Intelligence of Things (ICIT 2024), Vol. 1, pp. 375-384, Springer, Da Nang, Vietnam, Sept. 2024. (Best Paper) DOI
[C29] Heejae Park, Seungyeop Song, Tri-Hai Nguyen, Laihyuk Park, “Machine Learning for Internet of Things: Applications and Discussions,” Proc. 6th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2024), pp. 459-462, IEEE, Osaka, Japan, Feb. 2024. DOI
[C28] Tri-Hai Nguyen, Heejae Park, Mucheol Kim, Laihyuk Park, “DRL-Enabled RSMA-Assisted Task Offloading in Multi-Server Edge Computing,” Proc. 38th International Conference on Information Networking (ICOIN 2024), pp. 295-298, IEEE, Ho Chi Minh City, Vietnam, Jan. 2024. DOI
[C27] Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Thi-Thu-Hong Phan, “Matrix Factorization-based Unify Multiple Interactions for Cross-domain Recommendation Services,” Proc. 17th International Conference on Computing and Communication Technologies (RIVF 2023), pp. 148-152, IEEE, Hanoi, Vietnam, Dec. 2023. DOI
[C26] Thanh Phung Truong, Tri-Hai Nguyen, Anh-Tien Tran, Si Van-Tien Tran, Van Dat Tuong, Luong Vuong Nguyen, Woongsoo Na, Laihyuk Park, Sungrae Cho, “Deep Reinforcement Learning-Based Sum-Rate Maximization for Uplink Multi-User SIMO-RSMA Systems,” Proc. 2nd International Conference on Intelligence of Things (ICIT 2023), pp. 36-45, Springer, Ho Chi Minh City, Vietnam, Oct. 2023. (Best Paper) DOI
[C25] Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Quoc-Trinh Vo, Huu-Thanh Duong, Tram-Anh Nguyen-Thi, “Bio-Inspired Clustering: An Ensemble Method for User-Based Collaborative Filtering,” Proc. 2nd International Conference on Intelligence of Things (ICIT 2023), pp. 26-35, Springer, Ho Chi Minh City, Vietnam, Oct. 2023. DOI
[C24] Tri-Hai Nguyen, Heejae Park, Kihyun Seol, Seonghyeon So, Laihyuk Park, “Applications of Deep Learning and Deep Reinforcement Learning in 6G Networks,” Proc. 14th International Conference on Ubiquitous and Future Networks (ICUFN 2023), pp. 427-432, IEEE, Paris, France, July 2023. DOI
[C23] Tri-Hai Nguyen, Heejae Park, Laihyuk Park, “Recent Studies on Deep Reinforcement Learning in RIS-UAV Communication Networks,” Proc. 5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2023), pp. 378-381, IEEE, Bali, Indonesia, Feb. 2023. DOI
[C22] Thong Bui, Tan Duy Le, Tri-Hai Nguyen, Bogdan Trawinski, Huy Tien Nguyen, Tung Le, “Blockchain-Based Decentralized Digital Content Management and Sharing System,” Proc. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022), pp. 608-620, Springer, Ho Chi Minh City, Vietnam, Nov. 2022. DOI
[C21] Tran Bao Thanh, Tri-Hai Nguyen, Kha-Tu Huynh, Tan Duy Le, “Lightweight IoT-Based System for COVID-19 Patient Health Monitoring and Prediction,” Proc. 9th NAFOSTED Conference on Information and Computer Science (NICS 2022), pp. 328-332, IEEE, Ho Chi Minh City, Vietnam, Oct. 2022. DOI
[C20] Tri-Hai Nguyen, Thanh Phung Truong, Nhu-Ngoc Dao, Woongsoo Na, Heejae Park, Laihyuk Park, “Deep Reinforcement Learning-Based Partial Task Offloading in High Altitude Platform-Aided Vehicular Networks,” Proc. 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 1341-1346, IEEE, Jeju Island, Korea, Oct. 2022. (Best Paper) DOI
[C19] Heejae Park, Tri-Hai Nguyen, Laihyuk Park, “Federated Deep Learning for RIS-Assisted UAV-Enabled Wireless Communications,” Proc. 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 831-833, IEEE, Jeju Island, Korea, Oct. 2022. DOI
[C18] Heejae Park, Tri-Hai Nguyen, Laihyuk Park, “Reconfigurable Intelligent Surface-Assisted System Models for Uplink Communications,” Proc. 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 828-830, IEEE, Jeju Island, Korea, Oct. 2022. DOI
[C17] Tri-Hai Nguyen, Laihyuk Park, “A Survey on Deep Reinforcement Learning-Driven Task Offloading in Aerial Access Networks,” Proc. 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 822-827, IEEE, Jeju Island, Korea, Oct. 2022. DOI
[C16] Tri-Hai Nguyen, Laihyuk Park, “Multi-Agent DRL-Based Task Offloading in Hierarchical HAP-LAP Networks,” Proc. 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 817-821, IEEE, Jeju Island, Korea, Oct. 2022. DOI
[C15] Jason J. Jung, Luong Vuong Nguyen, Laihyuk Park, Tri-Hai Nguyen, “Cooperative Negotiation-Based Traffic Control for Connected Vehicles at Signal-Free Intersection,” Proc. 15th International Symposium on Intelligent Distributed Computing (IDC 2022), pp. 297–306, Springer, Bremen, Germany, Sept. 2022. DOI
[C14] Quang-Dai Nguyen, Anh-Thuan Bui, Tri-Hai Nguyen, Trong-Hop Do, “Enhancing 2D Hand Pose Detection and Tracking in Surgical Videos by Attention Mechanism,” Proc. 15th International Symposium on Intelligent Distributed Computing (IDC 2022), pp. 168–177, Springer, Bremen, Germany, Sept. 2022. DOI
[C13] Tri-Hai Nguyen, Gen Li, Hyoenseong Jo, Jason J. Jung, David Camacho, “Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion,” Proc. 14th International Symposium on Intelligent Distributed Computing (IDC 2021), pp. 125-134, Springer, Italy, Sept. 2021. DOI
[C12] Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, “Tourism Recommender System Based on Cognitive Similarity Between Cross-Cultural Users,” Proc. 17th International Conference on Intelligent Environments (IE 2021), pp. 225-232, IOS Press, Dubai, UAE, June 2021. DOI
[C11] Tri-Hai Nguyen, Jason J. Jung, “Inverse Pheromone-Based Decentralized Route Guidance for Connected Vehicles,” Proc. 36th ACM/SIGAPP Symposium on Applied Computing (SAC 2021), pp. 459-463, ACM, Korea, Mar. 2021. DOI
[C10] Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, “Content-Based Collaborative Filtering using Word Embedding: A Case Study on Movie Recommendation,” Proc. International Conference on Research in Adaptive and Convergent Systems (RACS 2020), pp. 96-100, ACM, Gwangju, Korea, Oct. 2020. DOI
[C9] Tri-Hai Nguyen, Jason J. Jung, “ACO-based Approach on Dynamic MSMD Routing in IoV Environment,” Proc. 16th International Conference on Intelligent Environments (IE 2020), pp. 68-73, IEEE, Madrid, Spain, July 2020. DOI
[C8] Tri-Hai Nguyen, Jaejin Lee, Myungsik Yoo, “A Practical Model for Optimal Placement of Virtual Network Functions,” Proc. 33rd International Conference on Information Networking (ICOIN 2019), pp. 239-241, IEEE, Kuala Lumpur, Malaysia, Jan. 2019. DOI
[C7] Tri-Hai Nguyen, Myungsik Yoo, “A VNF Descriptor Generator for Tacker-Based NFV Management and Orchestration,” Proc. 9th International Conference on Information and Communication Technology Convergence (ICTC 2018), pp. 260-262, IEEE, Jeju Island, Korea, Oct. 2018. DOI
[C6] Tri-Hai Nguyen, Trinh Nguyen, Myungsik Yoo, “Analysis of Deployment Approaches for Virtual Customer Premises Equipment,” Proc. 32nd International Conference on Information Networking (ICOIN 2018), pp. 289-291, IEEE, Chiang Mai, Thailand, Jan. 2018. DOI
[C5] Tri-Hai Nguyen, Myungsik Yoo, “A Behavior-Based Mobile Malware Detection Model in Software-Defined Networking,” Proc. International Conference on Information Science and Communications Technologies (ICISCT 2017), IEEE, Tashkent, Uzbekistan, Nov. 2017. DOI
[C4] Tri-Hai Nguyen, Myungsik Yoo, “Analysis of Link Discovery Service Attacks in SDN Controller,” Proc. 31st International Conference on Information Networking (ICOIN 2017), pp. 259-261, IEEE, Da Nang, Vietnam, Jan. 2017. DOI
[C3] Tri-Hai Nguyen, Myungsik Yoo, “Attacks on Host Tracker in SDN Controller: Investigation and Prevention,” Proc. 7th International Conference on Information and Communication Technology Convergence (ICTC 2016), pp. 610-612, IEEE, Jeju Island, Korea, Oct. 2016. DOI
[C2] Vu Thanh Nguyen, Nguyen Tri Hai, Nguyen Hoang Nghia, Tuan Dinh Le, “A Term Weighting Scheme Approach for Vietnamese Text Classification,” Proc. 2nd International Conference on Future Data and Security Engineering (FDSE 2015), pp. 46-53, Springer, Ho Chi Minh City, Vietnam, Nov. 2015. DOI
[C1] Nguyen Tri Hai, Nguyen Hoang Nghia, Tuan Dinh Le, Vu Thanh Nguyen, “A Hybrid Feature Selection Method for Vietnamese Text Classification,” Proc. 7th International Conference on Knowledge and Systems Engineering (KSE 2015), pp. 91-96, IEEE, Ho Chi Minh City, Vietnam, Oct. 2015. DOI
[P11] Myungsik Yoo, Nguyen Tri Hai, “VNFD Generating Method and Apparatus for Tacker,” KR Patent KR102199208, Jan. 6, 2021. DOI
[P10] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “Software Defined Network Capable of Detecting DDoS Attacks and Switch Included in the Same,” US Patent US10637886B2, Apr. 28, 2020. Google Patents
[P9] Myungsik Yoo, Nguyen Tri Hai, “Method and Apparatus for Monitoring Lifecycle of Virtual Network Function,” KR Patent KR102062578, Jan. 6, 2020. DOI
[P8] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN for Detecting Switch Damage and Controller Including the Same,” KR Patent KR101948984, Feb. 15, 2019. DOI
[P7] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “Forensic Server and Method for Identifying the Cause of Attack on Software Defined Network,” KR Patent KR102006553, Aug. 1, 2019. DOI
[P6] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN for Preventing Malware Attack and Controller Including the Same,” KR Patent KR102013044, Aug. 21, 2019. DOI
[P5] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “Centralized Virtual Customer Premises Equipment System,” KR Patent KR102033948, Oct. 18, 2019. DOI
[P4] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN for Preventing Malicious Application and Determination Apparatus Comprising the Same,” KR Patent KR101854996, May 4, 2018. DOI
[P3] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN Capable of Detecting DDoS Attacks Using Artificial Intelligence and Controller Including the Same,” KR Patent KR101907752, Oct. 12, 2018. DOI
[P2] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN to Prevent an Attack on the Host Tracking Service and Controller Including the Same,” KR Patent KR101914831, Nov. 2, 2018. DOI
[P1] Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, “SDN Capable of Detecting DDoS Attacks and Switch Including the Same,” KR Patent KR101900154, Nov. 18, 2018. DOI