Activities & Publications

 See more at Google Scholar, Scopus, IEEExplore, 

 Research Projects (selected)

• Transformer Model using WiFi Fingerprinting for Indoor Positioning (2025)

• Federated Learning for Accurate Greenhouse Temperature Forecasting (2025)

• Quantum Machine Learning for Secure e-Healthcare Services (Korea–Vietnam Joint Project, 2025)

• AI-based Admission Counseling System – FPT Education (2025)

• AI-powered Career and Active Learning Detection – Swinburne (2025)

• Voice-based Robot with Edge Computing – Swinburne (2025)

• On-device AI for Video Compression – FE Project (2024)

• IoT-based Room Management System – FE Project (2024)

• Malicious URL Detection for University Safety – Swinburne (2024)

• Anomaly Detection for Smart Meters – FE Project (2021–2023)

• Optical Microscopy + AI for Biological Imaging – Korea–Vietnam Project (2021)

• Network Encryption for Optical Core Networks – NAFOSTED (2018–2020)

• Cloud-based Agriculture Monitoring – EPU Project (2018–2019)

• Efficient Routing for Hybrid Wireless Mesh – EPU Project (2017–2018)

• AODV Protocol Improvement –  EPU Projects (2012–2013)

• IP-based Communication Services – ETRI, South Korea (2008–2012)

• Broadband Convergence Network (BcN) Research – South Korea (2008–2010)

• Wireless Mesh Network Testbed – KOSEF, South Korea (2006–2009)

• ATM Networks Performance Analysis – Vinh University (2003–2004)

• Queuing Networks Performance – Vinh University (2002-2003)

 Books

• Efficient Routing Protocols for Multi-radio Wireless Mesh Networks, Lambert Academic Publishing, 2011

• Machine Learning and Deep Learning Techniques for Medical Science, CRC Press, 2022

• Intelligent Systems and Networks, Springer, Lecture Notes in Networks and Systems, Vol. 471, 2022

• Impact of Cybersecurity on Gender Violence, Springer, 2023

• Programming Techniques in Telecommunications, EPU Textbook, 2022

• Mobile and Wireless Networks, EPU Textbook, 2022

• Wireless Sensor Networks, EPU Textbook, 2022 

 Patents

• Image Processing Method for Depth-Extended Field Optical Encoding System, Le Anh Ngoc, 2023 (Accepted)

 Theses 

• Master’s Thesis: “Analyzing Performance of Computer Networks using Queuing Theory,” Hanoi University of Science and Technology, 2001

• Doctoral Dissertation: “Efficient Routing Protocols for Multi-radio Wireless Mesh Networks,” Kyungpook National University, 2009

Research papers

• Nguyen, P.A., & Le, A.N. (2025). Federated Learning for Accurate Greenhouse Temperature Forecasting with LSTM Networks. 32nd Biennial Symposium on Communications (BSC), Canada.

• P.-A. Nguyen, T. Vu and A. N. Le, "Dynamic LLM selection for humanoid robots: A hybrid approach with edge caching," The Intelligent Systems and Networks (ICISN25), Lecture Notes in Networks and Systems (LNNS) (Scopus Q4).

• P.-A. Nguyen, and A. N. Le, “DCA approach for secrecy joint wireless energy and information transfer," The Intelligent Systems and Networks (ICISN25), Lecture Notes in Networks and Systems (LNNS) (Scopus Q4).

• P.-A. Nguyen, T. Vu and A. N. Le, “An Innovative Transformer Model for Indoor Positioning Using WiFi Fingerprinting," The Intelligent Systems and Networks (ICISN25), Lecture Notes in Networks and Systems (LNNS) (Scopus Q4).

• P. A. Nguyen, A. N. Le et al., Privacy-Preserving Federated Learning for Accurate Greenhouse Temperature Forecasting with LSTM Networks, Human-centric Computing and Information Sciences (HCIS), 2025 (SCIE SCOPUS Q1).

• P. A. Nguyen, A. N. Le et al., "Optimal CNN model for obstructive sleep apnea detection using particle swarm optimization," Engineering, Technology and Applied Science Research (ETASR), eISSN 1792-8036, 2024. (SCOPUS Q2 Journal)

• Bui, P., Nguyen, P.A., Le, A.N., & Quyet, T.D. (2025). Classification of Diseases of Bean Leaves Using Data Augmentation and Deep Neural Networks. In Proceedings of the 20th International Conference on Future Information Technology (FutureTech2025). Lecture Notes in Electrical Engineering (LNEE), Springer. (Indexed by EI and SCOPUS).

• Phuong Anh Nguyen, Do-Hyeun Kim, Van Dai Pham, Anh Ngoc Le, An On-Device AI Based Video Compression Model Optimization for Efficient Bandwidth Usage and Image Quality in Constrained AIoT Environments, 2025 IEEE International Conference on Communications (ICC), Montreal, Canada, 2025.

• S. Yeo, P. A. Nguyen, L. A. Ngoc, and S. Mishra, "KAN-PDEs: A novel approach to solving partial differential equations using Kolmogorov-Arnold networks—Enhanced accuracy and efficiency," in Lecture Notes in Electrical Engineering, vol. 1294, Springer, 2024, Melbourne, Australia. (SCOPUS Q4)

• B. H. Phong, P. A. Nguyen, D. N. Phong, P. V. Khuong, and L. A. Ngoc, "The detection and recognition of fishes using image processing and deep neural networks," in Lecture Notes in Network Systems (LNNS) - Proc. of the Int. Conf. on Applied Mathematics and Computer Science, Hanoi, Vietnam, Dec. 20-21, 2024. (SCOPUS Q4)

• Phong, B. H., Hien, H. X., Nguyen, P. A., Ngoc, L. A., Tran, T. N., Tri, H. M., Duy, N. N., Khuong, P. V., & Huy, K. V. G. (2025). An implementation of smart home surveillance system using Internet of Things (IoT) and machine learning models. In A. Iglesias, J. Shin, B. Patel, & A. Joshi (Eds.), Information systems for intelligent systems (ISBM 2024, Lecture Notes in Networks and Systems, Vol. 1255, pp 147–154, Springer. https://doi.org/10.1007/978-981-96-1747-0_12 (SCOPUS Q4)

• P. A. Nguyen, H. M. H. Trang, V. S. Tung, L. A. Ngoc, and D.-H. Kim, "Federated Learning Architecture for Greenhouse Temperature Forecasting Using LSTM Networks," in Proc. of the 8th International Conference on Interdisciplinary Research on Computer Science, Psychology, and Education (ICICPE 2024), Nha Trang, Vietnam, Dec. 18-20, 2024.

• S. Mishra, S. Yeo, P. A. Nguyen, and L. A. Ngoc, "Hybrid CNN-KAN: Integrating function approximation for enhanced image classification," in Proc. of the 7th Int. Conf. on Culture Technology (ICCT 2024), Daegu, South Korea, Oct. 23-26, 2024.

• V. D. Pham, P. A. Nguyen, C. N. Nguyen, T. T. Duong, X. T. Dao, and A. N. Le, "An AI-based compression model for enhancing transmission efficiency in bandwidth-constrained environments," in Proc. of the 7th Int. Conf. on Culture Technology (ICCT 2024), Daegu, South Korea, Oct. 23-26, 2024. (BEST PAPER AWARD)

• V. Phung, P. A. Nguyen, and A. N. Le, "Predictive analytics in education: A holistic AI approach using academic, behavioral, and socio-demographic features," in Proc. of the 7th Int. Conf. on Culture Technology (ICCT 2024), Daegu, South Korea, Oct. 23-26, 2024.

• VuongThi, N., Trinh, T., & Ngoc, L. A. (2025). The impact of artificial intelligence on job security and affective organizational commitment: A study of software companies in Vietnam. In J. S. Park, D. Camacho, S. Gritzalis, & J. J. Park (Eds.), Advances in computer science and ubiquitous computing (CSA 2024, Lecture Notes in Electrical Engineering, Vol. 1416, pp. 289–295). Springer. https://doi.org/10.1007/978-981-96-5693-6_43 (SCOPUS Q4)

• Nguyen, H. A., Hoang, A. T., Pham, N. N. H., Pham, D. C., Nguyen, X. M. P., Le, T. N., & Le, A. N. (2025). Information and data security management in digital transformation: Case study for Shopee Vietnam. In J. S. Park, D. Camacho, S. Gritzalis, & J. J. Park (Eds.), Advances in computer science and ubiquitous computing (CSA 2024, Lecture Notes in Electrical Engineering, Vol. 1416, pp. 269–274). Springer. https://doi.org/10.1007/978-981-96-5693-6_40 (SCOPUS Q4).

• Ha, T., Nguyen, P. A., Vu, T., & Le, A. N. (2025). An IoT architecture using federated learning for smart greenhouse. In J. S. Park, D. Camacho, S. Gritzalis, & J. J. Park (Eds.), Advances in computer science and ubiquitous computing (CSA 2024, Lecture Notes in Electrical Engineering, Vol. 1416, pp. 282–288). Springer. https://doi.org/10.1007/978-981-96-5693-6_42 (SCOPUS Q4)

• Thi, H. V., Nguyen, P. A., Tran, T., & Le, A. N. (2025). Analysis and prediction of real estate prices in Hanoi using machine learning. In J. S. Park, D. Camacho, S. Gritzalis, & J. J. Park (Eds.), Advances in computer science and ubiquitous computing (CSA 2024, Lecture Notes in Electrical Engineering, Vol. 1416, pp. 240–250). Springer. https://doi.org/10.1007/978-981-96-5693-6_37 . (SCOPUS Q4)

• Thi, H. T., Van, N. N., Le Anh, N., & Van, H. D. (2025). Blind signature scheme with mutual authentication using Schnorr ZKP on Edwards elliptic curves. In J. S. Park, D. Camacho, S. Gritzalis, & J. J. Park (Eds.), Advances in computer science and ubiquitous computing: CSA 2024 (Lecture Notes in Electrical Engineering, Vol. 1416, pp. 275–281). Springer. https://doi.org/10.1007/978-981-96-5693-6_41 . (BEST PAPER AWARD)

• Yeo, S., Phuc, V. M., Mishra, S., Ngoc, L. A., Nguyen, P. A., & Le, N. (2024). AIPendant: An efficient and lightweight threat detection system for real-time personal safety. International Conference on Innovation and Challenges in Computing and Innovative Technologies for a Sustainable Future (ICCIT2024) Symposium, British University Vietnam (BUV).

• Thu Nguyen Xuan, Trang Ha Mai Huyen, Trung Tran and Ngoc Le Anh, Enhancing Intrusion Detection Effectiveness Through an Enhanced Hierarchical Communication Architecture, BOOK: Creative Approaches Towards Development of Computing and Multidisciplinary IT Solutions for Society, ISBN: 9781394272273, Wiley, 2024.

• Van Dai Pham, Ba Anh Luu, Tan Dat Ly, Khang Minh Vuong, Thai Anh Bui and Anh Ngoc Le, RobotGPT: A Voice-Based Robot Integrated with Edge Computing Technology, BOOK: Creative Approaches Towards Development of Computing and Multidisciplinary IT Solutions for Society, ISBN: 9781394272273, Wiley, 2024.

• Cong-Doan Truong, Ha Duc Minh Chau and Le Anh Ngoc, Peer-to-Peer Electricity Trading: A Business Solution Based on Blockchain for Developing Renewable Energy in Vietnam, BOOK: Creative Approaches Towards Development of Computing and Multidisciplinary IT Solutions for Society, ISBN: 9781394272273, Wiley, 2024.

• Cong-Doan Truong, Satyam Mishra, Nguyen Quang Long and Le Anh Ngoc, Efficient Face Mask Detection for Banking Information Systems, BOOK: Creative Approaches Towards Development of Computing and Multidisciplinary IT Solutions for Society, ISBN: 9781394272273, Wiley, 2024.

• Yan Chi Toh, Satyam Mishra, Vu Duy Trung, Phung Thao Vi, and Le Anh Ngoc, STEDSDR: Simulated Testing and Evaluation of Drone Surveillance for Disaster Response, BOOK: Unmanned Aircraft Systems, ISBN: 1394230613, 9781394230617, Wiley Publisher, 2024.(ONLINE NOV2024)

• Vu Duy Trung, Toh Yan Chi, Phung Thao Vi, Satyam Mishra and Le Anh Ngoc, AVFD Autonomous Vision-based Fleet Management for Drone Delivery Optimization in E-Commerce, BOOK: Unmanned Aircraft Systems, ISBN: 1394230613, 9781394230617, Wiley Publisher, 2024. .(ONLINE NOV2024)

• Le Anh Ngoc & et al., Debugging Human Pose Estimation with Explainable AI, Lecture Notes in Networks and Systems (volume 1077) - Selected Articles from The International Conference on Intelligent Systems & Networks, 2024. Scopus Q4 https://link.springer.com/book/9789819755035

• Le Anh Ngoc, IoT-Enabled Energy Management Solution Using Open IoT Gateway for Smart Grids, Lecture Notes in Networks and Systems (volume 1077) - Selected Articles from The International Conference on Intelligent Systems & Networks, 2024. Scopus Q4 https://link.springer.com/book/9789819755035

• Le Anh Ngoc & Nguyen Phuong Anh, An Approach for Probabilistic SWIPT Beamforming in Secure MISO Channel, Lecture Notes in Networks and Systems (volume 1077) - Selected Articles from The International Conference on Intelligent Systems & Networks, 2024. Scopus Q4 https://link.springer.com/book/9789819755035

• Le Anh Ngoc & et al., Analyzing and Explaining Errors of Object Detection Based on Context Awareness Using Machine Learning in YOLOv8 with Explainable AI Techniques, The 12th International Conference on Green and Human Information Technology (ICGHIT), 2024.

• Le Anh Ngoc & et al., A Study of Learning Model for Predicting and Optimizing Energy in Smart Greenhouse, The 12th International Conference on Green and Human Information Technology (ICGHIT), 2024.

• Le Anh Ngoc & et al., Optimizing Block Order of N-Beats Model for Improved Short-Term Electricity Load Forecasting in Smart Renewable Energy Environment, The 12th International Conference on Green and Human Information Technology (ICGHIT), 2024.

• Le Anh Ngoc & et al., Enhancing School Safety: An Open Solution for Ensuring Internet Safety Based on Context Awareness Using Embedded Devices in Primary Schools, The 12th International Conference on Green and Human Information Technology (ICGHIT), 2024. (BEST PAPER AWARD)

• Vu Duy Trung, Satyam Mishra, Phung Thao Vi, Yan Chi Toh, Le Anh Ngoc, MACCHIEF - Machine learning-based Algorithm Classification for Complaint Handling and Improved Efficiency in Firms, Proceedings of the Eighth International Conference on Research in Intelligent and Computing in Engineering (RICE), Annals of Computer Science and Information Systems, Vol. 38, pages 99–103 (2023).

• Phung Thao Vi, Satyam Mishra, Vu Minh Phuc, Sundaram Mishra, Le Anh Ngoc, DICKT - Deep Learning-Based Image Captioning using Keras and TensorFlow, Proceedings of the Eighth International Conference on Research in Intelligent and Computing in Engineering (RICE), Annals of Computer Science and Information Systems, Vol. 38, pages 105–110 (2023).

• Satyam Mishra, Vu Duy Trung, Phung Thao Vi, Sundaram Mishra, Le Anh Ngoc, Immersive Virtual Painting: Pushing Boundaries in Real-Time Computer Vision using OpenCV with C++, Proceedings of the Eighth International Conference on Research in Intelligent and Computing in Engineering (RICE), Annals of Computer Science and Information Systems, Vol. 38, pages 41–50 (2023)

• Le Anh Ngoc & et al.,LSTM-based for Welding Quality Forecasting System in Smart Manufacturing, 9th ICRAI '23: Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence November, Pages 54–60, Singapore, 2023. https://doi.org/10.1145/3637843.3637852 (SCOPUS)

• Le Anh Ngoc & et al., “Security Challenges and Lightweight Cryptography in IoT: Comparative Study and Testing Method for PRESENT-32bit Cipher”, Springer-LNEE (indexed by SCOPUS and EI), 2023.

• Le Anh Ngoc & et al., Edge Computing for Real-Time Internet of Things Applications: Future Internet Revolution, Wireless Personal Communications, 1-30, SCIE & Q2, Springer, 2023. ISI Scopus Q2

• Phuong Anh Nguyen, Anh Ngoc Le, Outage constrained robust secure transmission for a MISO SWIPT system, Lecture Notes in Networks and Systems - Selected Articles from The International Conference on Intelligent Systems & Networks, 2023. Lecture Notes in Networks and Systems - LNNS,volume 752, pp pp 91–97 (SCOPUS Q4)

• Wenquan Jin , Kien Luong Trung , Ngoc Le Anh, Minh Quang Hoang, Continuous deep learning based on knowledge transfer in edge computing, Lecture Notes in Networks and Systems - Selected Articles from The International Conference on Intelligent Systems & Networks, 2023. Lecture Notes in Networks and Systems - LNNS,volume 752, pp pp 488–495 (SCOPUS Q4)

• Quy Vu Khanh, Van-Hau Nguyen, Quy Nguyen Minh, Anh Dang Van, Le Anh Ngoc, Abdellah Chehri, “An Efficient Edge Computing Management Mechanism for Sustainable Smart Cities”, Sustainable Computing: Informatics and Systems, ISSN 2210-5379, 2023, https://doi.org/10.1016/j.suscom.2023.100867 ISI Scopus Q1

• Dao Nam Anh, Le Manh Hung and Le Anh Ngoc, “Integrated Solution for Chest X-ray Image Classification”, Book Chapter: Machine Learning for Health Care System: Foundation and Application, River Publisher, pp.73-90, 2023. (SCOPUS Q4). https://ieeexplore.ieee.org/document/10089374

• Nguyen Thi Ngoc Anh, Vu Hoai Thu, Dang Minh Tuan, Dohyeun Kim, Le Anh Ngoc, “Anomaly Detection in Automatic Meter Intelligence System Using Positive Unlabelled learning and Multiple Symbolic Aggregate Approximately,” BIG DATA, ISSN: 2167-6461 Online ISSN: 2167-647X, 2023. (SCIE & Scopus Q2). https://doi.org/10.1089/big.2021.0471 ISI Scopus Q2

• Tien Quang Dam , Duy Khanh Ninh , Anh Ngoc Le , Tran Duc Le, Danaflood: A solution for scalable urban street flood sensing, The International Conference on Intelligent Systems & Networks (ICISN 2023). Lecture Notes in Networks and Systems, 2023, vol.752, pp. pp pp 546–555 (SCOPUS Q4).

Continued...

• Tam Tran, Cong Doan Truong, Nguyen Xuan Thu, Anh Ngoc Le, Agent-based service Change Detection in IoT Environments. In: Nguyen, T.D.L., Verdú, E., Le, A.N., and Ganzha, M. (eds.) Intelligent Systems and Networks. Lecture Notes in Networks and Systems, 2023, vol.752, pp. pp pp 356–365. (SCOPUS:

• Vu Khanh Quy, Dang Van Anh, Vi Hoai Nam, Nguyen Minh Quy, Le Anh Ngoc, An Edge Computing Collaboration Solution for Internet of Vehicles, Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering (RICE), Annals of Computer Science and Information Systems, Vol. 33, pages 37–41 (2022). http://dx.doi.org/10.15439/2022R38

• Vu Khanh Quy & Le Anh Ngoc, Gwanggil, “Wireless Communication Technologies for IoT in 5G: Vision, Applications, and Challenges,” Wireless Communications and Mobile Computing, Hindawi, 2022 (SCIE-Q2). https://doi.org/10.1155/2022/3229294 ISI Scopus Q2

• Quy Nguyen Minh, Van-Hau Nguyen, Vu Khanh Quy, Le Anh Ngoc, Abdellah Chehri, Gwanggil Jeon, “Edge Computing for IoT-Enabled Smart Grid: The Future of Energy,” Energies, Vol 15, issue 17, 2022. https://doi.org/10.3390/en15176140 (SCIE & Q1)

• Nguyen Thi Thanh Tan, Huynh Van Huy, Do Hyeun Kim, and Le Anh Ngoc, “An Intelligent Threats Solution for Object Detection and Resource Perspective Rectification of Distorted Anomaly Identification Card Images in Cloud Environments, Applied Intelligence Journal(APIN), 2023, https://doi.org/10.1007/s10489-022-03261-5 (SCIE & Q2).

• Vu Khanh Quy, Vi Hoai Nam, Dao Manh Linh, Le Anh Ngoc, “Routing Algorithms for MANET-IoT Networks: A Comprehensive Survey,” Wireless Personal Communications, 125, 3501–3525 (2022) (SCIE & Scopus Q2). https://link.springer.com/article/10.1007/s11277-022-09722-x

• Anh Tuan Nguyen, Thanh Chau Do Thi, Le Anh Ngoc and Ngoc Anh Nguyen Thi, AN-BEATS for short-term electricity load forecasting with adjusted seasonality blocks and optimization of block order, Lecture Notes in Networks and Systems - Selected Articles from ICISN 2022. ISBN 978-981-19-3393-6 ISBN 978-981-19-3394-3 (SCOPUS Q4). https://doi.org/10.1007/978-981-19-3394-3_42

• Anam Nawaz Khan, Atif Rizwan, Wenquan Jin, Rashid Ahmed, Le Anh Ngoc & Dohyeun Kim, “Optimizing Energy Consumption in Smart Homes Based on OCF Standard Connectivity”, Lecture Notes in Networks and Systems - Selected Articles from ICISN 2022. ISBN 978-981-19-3393-6 ISBN 978-981-19-3394-3 (SCOPUS Q4). https://doi.org/10.1007/978-981-19-3394-3_30

• Nguyen Anh Tuan, Le Anh Ngoc, Applying n-beats model for short-term load forecasting in Vietnam, Journal of Science and Technology for Energy, Vol. 28 No. 28, 2022.

• Pham Ngoc Quang Anh, Vu Thanh Nam, Hoang Van Dong, Le Anh Ngoc, Nguyen Thi Ngoc Anh, “Fraud pattern detection by motif discovery in retail business”, Journal of Science and Technology for Energy, Vol. 29, No. 29, 2022.

• Dang Tien Dat, Nguyen Tien Dung, Nguyen Khanh Tung, Le Anh Ngoc, “Application of time series clustering for load forecasting in Smart Grid”, Conference on Electronics, Communications and Information Technology (REV-ECIT), p. 420-424, 2020, Hanoi, Vietnam.

• Tran Quy Ban, Giang Anh Tuan, Nguyen Hoang Ha, Le Anh Ngoc, Evaluating the Complexity of Stablecoin Cryptographic Algorithms, Conference on Electronics, Communications and Information Technology (REV-ECIT), p. 147-151, 2022, Hanoi, Vietnam.

• Ha Mai Huyen Trang, Nguyen Anh Tuan, Nguyen Thi Thanh Tan, Luong Trung Kien, Le Anh Ngoc, Optimal Block Ordering for AN-BEATS Model in Short-Term Load Forecasting in Vietnam, Conference on Electronics, Communications and Information Technology (REV-ECIT), p. 193-197, 2022, Hanoi, Vietnam.

• Le Anh Ngoc and Vu Khanh Quy, “A Gateway Selection Mechanism for Internet-assisted MANETs”, International Journal of Online and Biomedical Engineering (iJOE), Vol 17 (13), pp. 33-34, 2021 (ESCI). https://doi.org/10.3991/ijoe.v17i13.24335

• Vu Khanh Quy & Le Anh Ngoc, Smart Healthcare IoT Applications based on Fog Computing: Architecture, Application and Challenges, Complex & Intelligent Systems Journal, 2021 (Q2 ISI SCOPUS) https://doi.org/10.1007/s40747-021-00582-9

• Nguyen Thi Ngoc Anh and Le Anh Ngoc, "Reinforcement learning for optimization hyperparameters of Long Short-Term Memory applied to Electricity load forecasting", IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT), 2021. (SCOPUS) https://doi.org/10.1109/ICMLANT53170.2021.9690555

• Vu Khanh Quy, Vijender Kumar Solanki, Le Anh Ngoc, “A Saving Energy MANET Routing Protocol in 5G”, Secure Communication for 5G and IoT Networks, EAI/Springer Innovations in Communication and Computing. Springer, Cham. Print ISBN 978-3- 030-79765-2 Online ISBN 978-3- 030-79766-9, 2021 (SCOPUS). https://doi.org/10.1007/978-3-030-79766-9_13

• Quy Vu Khanh, Han Nguyen Dinh, Linh Manh Dao, Le Anh Ngoc, “A Novel Method to Improve Performance of Major Nodes in Military MANET”, IAENG International Journal of Computer Science, vol. 48, no. 3, pp. 776-781, 2021. (Scopus, Q2).

• Thi Thu Nguyen, Phuc Thinh Doan, Le Anh Ngoc, Kolla Bhanu Prakash, Subrata Chowdhury, Duc-Nghia Tran, Duc-Tan Tran, Develop algorithms to determine the status of car drivers using built-in accelerometer and GBDT, International Journal of Electrical and Computer Engineering, Vol. 12, No. 1, pp. 785~792 (SCOPUS). http://doi.org/10.11591/ijece.v12i1.pp785-792

• Le Anh Ngoc, Dao Manh Linh & Vu Khanh Quy, Routing Methods for Mobile Ad Hoc Network: A Review and comparison of multi-criteria approaches, Journal of Communications, ISSN: 1796-2021 (Online); 2374-4367 (Print), Vol. 16, No. 10, Oct. 2021 (SCOPUS).

• Vu Khanh Quy and Le Anh Ngoc, “An Energy-Efficient Routing Protocol for MANET in Internet of Things Environment”, International Journal of Online Engineering (iJOE), Vol 17, No 07, pp. 88-99 (2021) (ISI). https://doi.org/10.3991/ijoe.v17i07.23273

• Vu Khanh Quy & Le Anh Ngoc, An Improve Performance Routing Protocol Based on Delay for MANETs in Smart Cities, International Journal of Electrical and Computer Engineering (IJECE), Vol 12, No 1, 2021 (SCOPUS). http://doi.org/10.11591/ijece.v12i1.pp418-424

• DoHyeun Kim, Faisal Jamil, Naeem Iqbal, KyungNam Park, HeeDong Park and Le Anh Ngoc, Real Emotion Understanding Model Based on ML for Human Psychological Behaviour Analysis, International Conference on Green and Human Information Technology, South Korea, Jan 2021.

• Le Hong Trang & Le Anh Ngoc, “Clustering Helps to Improve Price Prediction in Online Booking Systems”, International Journal of Web Information Systems, Vol. 17 No. 1, pp. 45-53. 2021 (ESCI). https://doi.org/10.1108/IJWIS-11-2020-0065

• Le Anh Ngoc & Duc Tan Tran, “A review on various applications of reputation based trust management", International Journal of Interactive Mobile Technologies (iJIM), Vol 15, No 10 (2021) (SCOPUS). https://doi.org/10.3991/ijim.v15i10.21645

• Le Hai Chau, Le Anh Ngoc, Pham Thi Viet Huong, and Dao Thanh Hai, Performance of Dynamic Optical Path Networks with Large-scale WBSS-based Optical Crossconnects, Journal of Science and Technology: Issue on Information and Communications Technology (ISSN 1859-1531), VOL 19, NO 6.2 (June 2021) (SCOPUS).

• Wenquan Jin, Vijender Kumar Solanki, Le Anh Ngoc and Dohyeun Kim, “Real-Time Inference Approach based on Gateway-Centric Edge Computing for Intelligent Services”, Lecture Notes in Networks and Systems, 2021, 243, pp. 355–361 (SCOPUS). https://doi.org/10.1007/978-981-16-2094-2_44

• Huu Hieu Nguyen, Van Minh Le, Ngoc Lam Phung, Thi Tam Nguyen, Hai Le Phan, and Le Anh Ngoc, “Designing bidding systems in supply chain management using blockchain technology”, Lecture Notes in Networks and Systems, 2021, 243, pp. 59-68, (SCOPUS). https://doi.org/10.1007/978-981-16-2094-2_8

• Luong Nghia Huynh, Cong Doan Truong, Van Quang Dinh and Le Anh Ngoc, “An application of a method of weighting assigning for attributes based on the level of different body structures to improve the artificial neural network for diagnosing hepatitis”, Lecture Notes in Networks and Systems, 12021, 243, pp. 394-401 (SCOPUS). https://doi.org/10.1007/978-981-16-2094-2_48

• Le Van Nhu, Tran Quang Thanh, Dao Anh Tuan, Tran Minh Cong, Le Anh Ngoc, “Application of the Richardson-Lucy fuzzy algorithm to enhance image quality for wavelet-based image coding system with two centrally-symmetric phase masks”, Conference on Electronics, Communications and Information Technology (REV-ECIT), p.425-429, 2021, Hanoi, Vietnam.

• Dang Tien Dat, Nguyen Tien Dung, Nguyen Khanh Tung, Le Anh Ngoc, “Application of time series clustering for load forecasting in Smart Grid”, Conference on Electronics, Communications and Information Technology (REV-ECIT), p. 420-424, 2020, Hanoi, Vietnam.

• Dam Ngoc Son, Ngo Hai Anh & Le Anh Ngoc, Evaluation of Black hole attack with AODV and IDSAODV protocols in MANETs, Proceeding of National Conference “Some Selected Issues of Information Technology and Communication”, 2020.

• Nguyen Xuyen and Le Anh Ngoc, Design a plant protection spraying system using UAV, Conference on Electronics, Communications and Information Technology (REV-ECIT), 2020, Hanoi, Vietnam.

• Pham Kien and Le Anh Ngoc, Design model of aquaponics system based on real-time control algorithm, Conference on Electronics, Communications and Information Technology (REV-ECIT), 2020, Hanoi, Vietnam.

• Le Anh Ngoc, A routing algorithm using the gateway location via broadcasting the hello packet in a hybrid wireless mesh network, Journal of Science and Technology for Energy, Vol 25. 2020.

• Le Anh Ngoc & Van Minh Le, “Design a Simulation Model of Multi-radio Mobile Node in MANET”, International Conference on Advanced Technologies for Communications (ATC), Hanoi, Vietnam, 2020. ISSN: 2162-1039. ISBN: 978-1-7281-2392-9 (SCOPUS). https://doi.org/10.1109/ATC50776.2020.9255458

• Le Anh Ngoc & Khanh Tung Nguyen, “Design an IoT gateway for monitoring and managing system of low-voltage distribution cabinet”, Journal of Science and Technology for Energy, Vol 24. 2020.

• Chinh Cuong Duong, Anh Ngoc Le, Duc-Tan Tran, “Smartphone-Based Sensing for Intelligent Inland Waterway Transportation”, Journal of Interactive Mobile Technologies (iJIM), eISSN: 1865-7923, Vol. 14 No. 16, 2020 (SCOPUS). https://doi.org/10.3991/ijim.v14i18.16449

• Anh-Ngoc Le & Dong Duy Huy, “Performance evaluation of multiple wireless interface nodes in wireless ad hoc networks”, Conference on Electronics, Communications and Information Technology (REV-ECIT), 2019, Hanoi, Vietnam.

• Duc Manh Nguyen, Viet Huong Pham, Le Anh Ngoc, Hong Son Ngo, Thanh Hai Dao, “An Efficient Column Generation Approach for Solving the Routing and Spectrum Assignment Problem in Elastic Optical Networks”, NAFOSTED Conference on Information and Computer Science (NICS), 12-13 December 2019, Hanoi, Vietnam (SCOPUS). https://doi.org/10.1109/NICS48868.2019.9023831

• Le Anh Ngoc & Nguyen Dinh Nam, “Design of aquaponics system on cloud computing platform”, Conference on Electronics, Communications and Information Technology (REV-ECIT), 2018, Hanoi, Vietnam.

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• Le Anh Ngoc & Dong Duy Huy, “An Algorithm of Gateway Discovery in Wireless Hybrid Mesh Network”, Conference on Electronics, Communications and Information Technology (REV-ECIT), 2018.

• Le Anh Ngoc, “Performance evaluation and simulation of AODV routing protocol in multi-channel multi-interface wireless mesh networks”, International Conference on Science and Technology, Electric Power University, 2016.

• Anh-Ngoc Le, “Routing protocols for mobile adhoc networks”, International Conference on Science and Technology, Electric Power University, 2016.

• Le Anh Ngoc, “IMP-AODV routing protocol for mobile adhoc networks”, Journal of Science and Technology for Energy, vol 7, 2014.

• Sung-Hyup Lee, Anh-Ngoc Le, “Service-adaptive Functional Architecture in M2M Communications”, The Fifth International Conference on Ubiquitous and Future Networks (ICUFN), 2013 (SCOPUS). https://doi.org/10.1109/ICUFN.2013.6614917

• Xuan-Sang Tran, Nguyen Thi Uyen, Duc-Hieu Tran, and Anh-Ngoc Le, “Fuzzy Multi-Criteria Decision Making with Genetic Algorithm and Technique for Order Preference by Similarity to Ideal Solution,” Journal of Science and Technology for Energy, p10-24; No 6- 2013.

• Mi-Seon Kang, Dong-Won Kum, Jae-Seung Bae, You-Ze Cho, and Anh-Ngoc Le, “Mobility Aware Hybrid Routing Protocol for Mobile Ad hoc Network”, International Conference on Information Networking (ICOIN 2012), Bali, Indonesia, pp.410-414, Feb.2012 (SCOPUS). https://doi.org/10.1109/ICOIN.2012.6164411

• Le Anh Ngoc and Xuan-Sang Tran, “AODV-DU: A New Directional Unicast Routing Protocol for Wireless Mesh Networks,” International Conference on Science and Technology, Nov. 2011.

• Dong-Won Kum, Le Anh Ngoc, You-Ze Cho, Chai-Keong Toh, and In-Soo Lee, "An Efficient On-demand Routing Approach with Directional Flooding for Wireless Mesh Networks," Journal of Communications and Networks, vol.12, no.1, pp.67-73, Feb. 2010 (ISI/SCIE). https://doi.org/10.1109/JCN.2010.6388435

• Anh-Ngoc Le, “An Improvement of AODV Routing Protocol using Directional Unicast in Route Discovery," The First Korea-Vietnam International Conference on Information and Communications (ICIC), pp. 110-111, Dec. 2010.

• Chai-Keong Toh, Le Anh Ngoc, and You-Ze Cho, "Load Balanced Routing Protocols for Ad Hoc Mobile Wireless Networks," IEEE Communication Magazine - Topics in ad hoc and sensor networks, vol.47, no.8, pp.78-84, Aug. 2009 (ISI/SCIE). https://doi.org/10.1109/MCOM.2009.5181896

• Le Anh Ngoc, Dong-Won Kum, You-Ze Cho, and Chai-Keong Toh, "Routing with load-balancing in Multi-radio Wireless Mesh Networks," IEICE Transactions on Communications (Special Section on Ad Hoc and Mesh Networking for Next Generation Access Systems), vol. E92-B, no.3, pp. 700-708, 2009 (ISI/SCIE). https://doi.org/10.1587/transcom.E92.B.700

• Anh-Ngoc Le, Dong-Won Kum, and You-Ze Cho, "An Efficient Hybrid Routing Approach for Hybrid Wireless Mesh Networks," Lecture Notes in Computer Science (LNCS), Springer-Verlag, ISSN: 0302-9743, vol. 5576, pp. 532-542, 2009 (SCOPUS) https://doi.org/10.1007/978-3-642-02617-1_54

• Anh-Ngoc Le, Dong-Won Kum, Kang-Won Lee, and You-Ze Cho, "Hybrid Distance Vector Routing Protocol for Hybrid Wireless Mesh Networks," in Joint Conference on Communications and Information, pp. 161, Apr. 2009.

• Anh-Ngoc Le, Dong-Won Kum, You-Ze Cho, and In-Soo Lee, "LARM: A Load-Aware Routing Metric for Multi-radio Wireless Mesh Networks," in International Conference on Advanced Technologies for Communications (IEEE ATC), pp. 166 - 169, Oct. 2008 (SCOPUS). https://doi.org/10.1109/ATC.2008.4760546

• Anh-Ngoc Le, Dong-Won Kum, and You-Ze Cho, "Load-aware routing protocol for Multi-radio Wireless Mesh Networks," in The Second International Conference on Communications and Electronics (IEEE ICCE), pp. 138-143, Jun. 2008 (SCOPUS). https://doi.org/10.1109/CCE.2008.4578947

• Jae-In Choi, Dae-Hwan Kim, Le Anh Ngoc, In-Soo Lee, and You-Ze Cho, "Performance Evaluation of Directional AODV Routing Protocol for Wireless Mesh Networks," The Journal of Korea Information and Communications Society, vol. 33, no.9, pp. 795-801, 2008.

• Le Anh Ngoc, Dong-Won Kum, Sung-Hyup Lee, You-Ze Cho, and In-Soo Lee, "Directional AODV Routing Protocol for Wireless Mesh Networks," in 18th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC), pp. 1-5, Sep. 2007, Athen, Greece (SCOPUS). https://doi.org/10.1109/PIMRC.2007.4394647

• Le Anh Ngoc, Dong-Won Kum, Sung-Hyup Lee, You-Ze Cho, and In-Soo Lee, "D-AODV Routing Protocol for Wireless Mesh Networks," in Korea Information and Communications Society (KICS) Conference, vol.35, pp. 243, Jul. 2007.

• Le Anh Ngoc, "An Efficient Algorithm for Evaluating Performance of Computer Networks," Journal of Science of Vinh University, vol.27, pp. 91-96, 2001.