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Họ và Tên:Nguyễn Gia Trí Học vị:Tiến sĩ Chuyên ngành:Khoa học máy tính Lĩnh vực nghiên cứu:Artificial Intelligence, Machine Learning, Computer Networks, Wireless Communications, Sensor Networks, Internet of Things, Energy Harvesting, Wireless Rechargeable Sensor Networks, Software-defined Networking Trình độ ngoại ngữ:Tiếng Anh Địa chỉ:Viện Nghiên cứu và Phát triển, Đại học Duy Tân, 03 Quang Trung, Đà Nẵng Điện thoại:+84983099309 Email:nguyengiatri(at)gmail.com, nguyengiatri(at)duytan.edu.vn, tri@ieee.org
Quá trình công tác
Quá trình đào tạo
  • Doctor of Philosophy (2014–2017), Computer Science, Khon Kaen University, Khon Kaen, Thailand http://gsmis.gs.kku.ac.th/student/student_detail/577020046
  • Master of Science (2011–2013), Computer Science, Duy Tan University, Da Nang, Vietnam
  • Bachelor of Education (2007–2011), Informatics, Hue University of Education, Hue, Vietnam
Công trình nghiên cứu
Journal
  1. S. Phoemphon, C. So-In, P. Aimtongkham, and T. G. Nguyen, "An energy-efficient fuzzy-based scheme for unequal multihop clustering in wireless sensor networks," Journal of Ambient Intelligence and Humanized Computing, 2020. (SCIE/ISI)
  2. T. G. Nguyen, T. V. Phan, H. H. Nguyen, P. Aimtongkham, and C. So-In, "An Efficient Distributed Algorithm for Target-Coverage Preservation in Wireless Sensor Networks," Peer-to-Peer Networking and Applications, 2020. (SCIE/ISI)
  3. D. T. Le, T. G. Nguyen, T. T. T. Tran, "The 1-Millisecond Challenge – Tactile Internet: From Concept to Standardization", The Journal of Telecommunications and the Digital Economy (JTDE), vol. 8, no. 2, pp. 56–93, 2020. (Scopus)
  4. T. V. Phan, T. G. Nguyen, N. N. Dao, H. T. Truong, T. H. Nguyen, T. Bauschert, "DeepGuard: Efficient Anomaly Detection in SDN with Fine-grained Traffic Flow Monitoring", IEEE Transactions on Network and Service Management, 2020. (SCIE/ISI)
  5. P. Aimtongkham, S. Heng, P. Horkaew, T. G. Nguyen, C. So-In, "Fuzzy logic rate adjustment controls using a circuit breaker for persistent congestion in wireless sensor networks," Wireless Networks, pp. 1–25, 2020. (SCIE/ISI)
  6. T. G. Nguyen, T. V. Phan, B. T. Nguyen, C. So-In, Z. Baig, and S. Sanguanpong, "SeArch: A Collaborative and Intelligent NIDS Architecture for SDN-based Cloud IoT Networks," IEEE Access, vol. 7, pp. 107678–107694, 2019. (SCIE/ISI)
  7. Z. A. Baig, S. Sanguanpong, S. N. Firdous, V. N. Vo, T. G. Nguyen, and C. So-In, "Averaged Dependence Estimators for DoS Attack Detection in IoT Networks," Future Generation Computer Systems, vol. 102, pp. 198–209, 2020. (SCIE/ISI)
  8. V. N. Vo, T. G. Nguyen, C. So-In, H. Tran, and S. Sanguanpong, "Secrecy Performance in the Internet of Things: Optimal Energy Harvesting Time Under Constraints of Sensors and Eavesdroppers," Mobile Networks and Applications, 2019. (SCIE/ISI)
  9. C. So-In, T. G. Nguyen, and N. G. Nguyen, "An efficient coverage hole-healing algorithm for area-coverage improvements in mobile sensor networks," Peer to Peer Networking and Applications, vol. 6, no. 3, pp. 541–552, 2019. (SCIE/ISI)
  10. V. N. Vo, T. G. Nguyen, C. So-In, and H. Tran, "Outage Performance Analysis of Energy Harvesting Wireless Sensor Networks for NOMA Transmissions," Mobile Networks and Applications, 2019. (SCIE/ISI)
  11. D. D. Tran, D. B. Ha, V. N. Vo, C. So-In, H. Tran, T. G. Nguyen, Z. Baig, and S. Sanguanpong, "Performance Analysis of DF/AF Cooperative MISO Wireless Sensor Networks with NOMA and SWIPT over Nakagami-m Fading," IEEE Access, vol. 6, pp. 56142–56161, 2018. (SCIE/ISI)
  12. D. T. Le, T. G. Nguyen, O. Simonina, M. Buinevich, and A. Vladyko, "A priority-based multichannel MAC to support the non-safety applications in SCH interval at RSU in V2I communication," Transport and Telecommunication, vol. 19, no. 4, 2018. (ESCI)
  13. T. G. Nguyen and C. So-In, "Distributed Deployment Algorithm for Barrier Coverage in Mobile Sensor Networks," IEEE Access, vol. 6, pp. 21042–21052, 2018. (SCIE/ISI)
  14. P. Aimtongkham , T. G. Nguyen, C. So-In, "Congestion Control and Prediction Schemes using Fuzzy Logic System with Adaptive Membership Function in Wireless Sensor Networks," Wireless Communications and Mobile Computing, pp. 1–19, 2018. (SCIE/ISI)
  15. S. Phoemphon, C. So-In, and T. G. Nguyen, "An Enhanced Wireless Sensor Network Localization Scheme for Radio Irregularity Models using Hybrid Fuzzy Deep Extreme Learning Machines," Wireless Networks, vol. 24, no. 3, pp. 799–819, 2018. (SCIE/ISI)
  16. T. G. Nguyen and C. So-In, "An Energy-Efficient Point Coverage-Aware Clustering Protocol in Wireless Sensor Networks," International Journal of Ad Hoc and Ubiquitous Computing, vol. 28, no. 3, pp. 148–167, 2018. (SCIE/ISI)
  17. V. N. Vo, T. G. Nguyen, C. So-In, Z. Baig, and S. Sanguanpong, "Secrecy Outage Performance Analysis for Energy Harvesting Sensor Networks With a Jammer Using Relay Selection Strategy," IEEE Access, vol. 6, pp. 23406–23419, 2018. (SCIE/ISI)
  18. T. G. Nguyen, C. So-In, and N. Nguyen, "Barrier Coverage Deployment Algorithms for Mobile Sensor Networks," Journal of Internet Technology (JIT), vol. 8, no. 7, pp. 1689–1699, 2017. (SCIE/ISI)
  19. V. N. Vo, T. G. Nguyen, C. So-In, and D-B. Ha, "Secrecy Performance Analysis of Energy Harvesting Wireless Sensor Networks with a Friendly Jammer," IEEE Access, vol. 5, pp. 25196–25206, 2017. (SCIE/ISI)
  20. S. Heng, C. So-In, and T. G. Nguyen, "Distributed Image Compression Architecture over Wireless Multimedia Sensor Networks," Wireless Communications and Mobile Computing, vol. 2017, pp. 1–21, 2017. (SCIE/ISI)
  21. T. G. Nguyen, C. So-In, N. Nguyen, and S. Phoemphon, "A Novel Energy-Efficient Clustering Protocol with Area Coverage Awareness for Wireless Sensor Networks," Peer to Peer Networking and Applications, vol. 10, no. 3, pp. 519–536, 2017. (SCIE/ISI)
  22. N. Sangkla, K. Sangkhapat, T. Rattanachai, T. G. Nguyen, K. Rujirakul, C. Soomlek, and C. So-In, "Performance Analysis of Video Transmission over IEEE 802.11n Wireless Networks," Journal of Telecommunication, Electronic and Computer Engineering (JTEC), vol. 9, no. 2-2, pp. 35–40, 2017. (Scopus)
  23. T. G. Nguyen, C. So-In, and N. Nguyen, "Radio Irregularity Obstacles-Aware Models for Wireless Sensor Networks," Journal of Telecommunication, Electronic and Computer Engineering (JTEC), vol. 8, no. 3, pp. 121–126, 2016. (Scopus)
Conference
  1. T. G. Nguyen, T. V. Phan, H. T. Dinh, T. Nguyen, and C. So-In, "Efficient SDN-based Traffic Monitoring in IoT Networks with Double Deep Q-Network," in Proc. of International Conference on Computational Data and Social Networks (CSoNet), Texas, US, Dec. 2020.
  2. T. V. Phan, S. Sultana, T. G. Nguyen, and T. Bauschert, "Q-Transfer: A Novel Framework for Efficient Deep Transfer Learning in Networking", in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, Feb. 2020. (IEEE)
  3. T. V. Phan, S. T. Islam, T. G. Nguyen, and T. Bauschert, "Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning," in Proc. of International Conference on Network and Service Management (CNSM), Canada, Otc. 2019. (IEEE)
  4. T. G. Nguyen, C. So-In, and N. Nguyen, "Maximum Barrier Coverage Deployment Algorithms in Wireless Sensor Networks," in Proc. of International Joint Conference on Computer Science and Software Engineering (JCSSE), pp. 1–5, Thailand, July 2016. (IEEE)
  5. T. G. Nguyen, C. So-In, and N. Nguyen, "Two Energy-Efficient Cluster Head Selection Techniques Based on Distance for Wireless Sensor Networks," in Proc. of International Computer Science and Engineering Conference (ICSEC), pp. 33–38, Thailand, July 2014. (IEEE)
Đề tài, dự án khoa học
  • Nafosted, 2020–2021
  • Project: International Research Network Program, Thailand, 2018–2020
  • Post-Doctoral Training Grant from Graduate School, Khon Kaen University, Thailand, 2017–2020
  • Project: Network coverage, Grant from Faculty of Science, Khon Kaen University, Thailand, 2016–2018
  • Project: Network clustering, Grant from NSTDA , Thailand, 2017–2018
  • KKU Scholarship for ASEAN and GMS Countries' Personnel, Khon Kaen University + Interdisciplinary Grant (CSKKU2556) from the Department of Computer Science, Faculty of Science, Khon Kaen University, Thailand, 2014–2017

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