Tri-Hai Nguyen

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Ph.D. Candidate

Curriculum Vitae

Tri-Hai Nguyen.
Tri-Hai Nguyen

Education

  • Sept. 2019 – Present: Chung-Ang University, Seoul, South Korea

Ph.D. in Computer Science and Engineering

  • Sept. 2015 – Aug. 2017: Soongsil University, Seoul, South Korea

M.Eng. in Information and Communication Technology

  • Sept. 2011 – Aug. 2015: University of Information Technology, VNU-HCM, Ho Chi Minh City, Vietnam

B.S. with Honors in Computer Science

Research Experience

  • Sept. 2019 – Present: Research Assistant, Chung-Ang University, Seoul, South Korea
  • Sept. 2015 – Aug. 2019: Research Assistant, Soongsil University, Seoul, South Korea

Publications

(Since Sept. 2019)

  • Tri-Hai Nguyen, Jason J. Jung, "Ant Colony Optimization-Based Traffic Routing with Intersection Negotiation for Connected Vehicles," Applied Soft Computing, Vol. 112, 107828, November 2021, Elsevier. DOI: 10.1016/j.asoc.2021.107828
  • 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: 10.3390/app11135861 (* Co-first authorship)
  • Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, David Camacho, "Extending Collaborative Filtering Recommendation Using Word Embedding: A Hybrid Approach," Concurrency Computation Practice and Experience, 2021, Wiley. DOI: 10.1002/cpe.6232
  • Tri-Hai Nguyen, Jason J. Jung, "Swarm Intelligence-based Green Optimization Framework for Sustainable Transportation," Sustainable Cities and Society, Sustainable Cities and Society, Vol. 71, 102947, August 2021, Elsevier. DOI: 10.1016/j.scs.2021.102947
  • Tri-Hai Nguyen, Jason J. Jung, "Multiple ACO-based Method for Solving Dynamic MSMD Traffic Routing Problem in Connected Vehicles," Neural Computing and Applications, Vol. 33, Issue 12, pp. 6405–6414, June 2021, Springer. DOI: 10.1007/s00521-020-05402-8
  • 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, Issue 20, 8495, Oct. 2020, MDPI. DOI: 10.3390/su12208495

Conference Proceedings

(Since Sept. 2019)

  • Tri-Hai Nguyen, Gen Li, Hyoenseong Jo, Jason J. Jung, David Camacho, "Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion," Proceedings of the 14th International Symposium on Intelligent Distributed Computing (IDC 2021), Springer Italy (Virtual Event), Sept 16-18, 2021.
  • Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, "Tourism Recommender System based on Cognitive Similarity between Cross-Cultural Users," Proceedings of the 1st International Workshop on Artificial intelligence and machine learning for Emerging Topics 2021 (ALLEGET 2021) co-located with 17th International Conference on Intelligent Environments (IE 2021), IOS Press, Dubai, United Arab Emirates (Virtual Event), June 21-24, 2021. DOI: 10.3233/AISE210101
  • Tri-Hai Nguyen, Jason J. Jung, "Inverse Pheromone-based Decentralized Route Guidance for Connected Vehicles," Proceedings of the 36th ACM/SIGAPP Symposium on Applied Computing (SAC 2021), ACM, Virtual Event, March 22-26, 2021. DOI: 10.1145/3412841.3441925
  • Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, "Content-Based Collaborative Filtering using Word Embedding: A Case Study on Movie Recommendation", Proceedings of the 2020 International Conference on Research in Adaptive and Convergent Systems (RACS 2020), ACM, Gwangju, Korea, October 13 - 16, 2020. DOI: 10.1145/3400286.3418253
  • Tri-Hai Nguyen, Jason J. Jung, "ACO-based Approach on Dynamic MSMD Routing in IoV Environment," Proceedings of the 16th International Conference on Intelligent Environments (IE 2020), IEEE, Madrid, Spain, July 20-23, 2020. DOI: 10.1109/IE49459.2020.9154927