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LAB TRUYỀN THÔNG VÀ CÔNG NGHỆ DỮ LIỆU
DATCom Lab

datava

P1613, Tòa nhà a1, trường công nghệ, đại học kinh tế quốc dân – 207 giải phóng, hn.

Hướng nghiên cứu

  • Phân tích dữ liệu trong tài chính và kinh doanh
  • Xử lý ngôn ngữ tự nhiên, NLP
  • Mạng không dây, Internet vạn vật 
  • ML/AI cho các bài toán trong kinh doanh và công nghệ
  • Thị giác máy tính
  • Ontology
  • Phân tích dữ liệu trong tài chính và kinh doanh
  • Phân tích thiết kế và phát triển các hệ thống lớn
  • Đảm bảo độ tin cậy và an toàn cho các hệ thống lớn
  • Cloud Computing

Các công trình nghiên cứu tại DATCom Lab

  1. Van Nhan Vo, Viet-Hung Dang, Hung Tran, Duc-Dung Tran, Symeon Chatzinotas, Hai Le Quoc, Chakchai So-In, Van-Truong Truong, Tu Dac Ho
    Performance optimization for hybrid TS/PS SWIPT UAV in cooperative NOMA IoT networks
    Alexandria Engineering Journal (Q1), 2024, Volume 107, Pages 559-567.
  2. Dao Lan Vy Dinh, Ngoc Hang Tran, Vo Huyen Khanh May, Hung Tran, Tran Duc Minh, Dang Thu Lan, Van Nhan Vo
    Integrating Kelly Criterion with Technical Indicators for VN30 Stock Market
    Intelligent Systems and Data Science (ISDS 2024) (Q4, Scopus), 2024, Pages 44-51.
 

Các đề tài, dự án đã triển khai

  1. Anomaly detection in IoT networks, an independent work package of Serendipity project, 2021-2022, Strategy Projects, Sweden.
  2. Academic Gates platform for academic community, VINNOVA Startup, Sweden, 2020-2021.
  3. Serendipity – Safe and Reliable Platforms for Autonomy, improving protection against cyber attacks in IoT critical systems, 2018-2020, Strategy Projects, Sweden.
  4. Academic Gates, a system for collecting and classifying academic positions globally, self-funding R&D project, Brighter Gates AB, Sweden, ongoing.
  5. SafeCOP – Safe Cooperating Cyber-Physical Systems using Wireless Communication, VINNOVA and ECSEL, Sweden, 2016-2018.
  6. WIRE – Wireless Industrial networks with Reliability Enhancements, KKS, Sweden, 2015-2016.
  7. Performance Analysis of Cognitive Radio Networks under Joint Constraints, Research Project, 2013-2014.
  8. Learning Management System, funded by VVOB, Belgium, 2007-2008.
  9. Student Information Management at Hanoi College of Education, 2004–2006.
  10. Question Bank for Objective Test, funded by the European Union, 2004–2005 (Phase II).
  11. Question Bank for Objective Test, funded by the European Union, 2003–2004 (Phase I).

Các bài báo trên tạp chí, hội nghị khác

  1. Vo Nhan Van, H. Tran, Viet-Hung Dang, Dusit Niyato, Dang Ngoc Cuong, Nguyen Cong Luong, Chakchai So-In
    “Outage Probability Minimization in Secure NOMA Cognitive Radio Systems with UAV Relay: A Machine Learning Approach”
    IEEE Transactions on Cognitive Communications and Networking, 2023
  2. Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, H. Tran
    “Machine learning-based intrusion detection: feature selection versus feature extraction”
    Journal Cluster Computing, DOI: 10.1007/s10586-023-04089-5, Jul. 2023
  3. Viet-Hung Dang, H. Tran, Tu Dac Ho, Chakchai So-In, Surasak Sanguanpong
    “Throughput Optimization for NOMA Energy Harvesting Cognitive Radio with Multi-UAV-Assisted Relaying under Security Constraints”
    IEEE Transactions on Cognitive Communications and Networking, 2022
  4. Van Vo Nhan, Hung Viet Dang, Hung Tran, Binh Dac Ha
    “On System Performance of NOMA Cognitive Radio Networks with Power and Secure Constraints”
    IEEE Access, 2022
  5. Truong QX, H. Tran, Elisabeth Uleman, Mai Tran Truc
    “Security at Physical Layer of Cognitive Cooperative Radio Networks”
    IEEE Access, accepted, 2019 (ISI)
  6. H. Tran, Johan Akerberg, Mats Bjorkman, Ha-Vu Tran
    “RF Energy Harvesting: An Analysis for Wireless Sensor Networks with Reliability Communication”
    Wireless Networking (Springer), Jul. 2017 (ISI)
  7. Truong QX, H. Tran, Elisabeth Uleman, G. Kaddoum, T. Q. Anh
    “Power Allocation Policy and Performance Analysis of Secure and Reliable Communication in Cognitive Radio Networks”
    Wireless Networking (Springer), Sep. 2017 (ISI)
  8. Ha-Vu Tran, G. Kaddoum, H. Tran
    “Time Reversal SWIPT Network with an Active Eavesdropper: SER-Energy Region Analysis”
    IEEE Access, 2017 (ISI)
  9. Nguyen Thi Phuoc Van, Syed Faraz Hasan, Xiang Gui, Subhas Mukhopadhyay, H. Tran
    “Three-step Two-way Decode and Forward Relay with Energy Harvesting”
    IEEE Communications Letters, Nov. 2016 (ISI)
  10. L. Sibomana, H.-J. Zepernick, H. Tran, C. Kabiri
    “A Framework for Packet Delay Analysis in an Underlay Cognitive Radio Network”
    IEEE Transaction on Mobile Computing, Oct. 2016 (ISI)
  11. H. Tran, G. Kaddoum, F. Gagdon
    “Power Allocation for Cognitive Underlay Networks over Spectrum Band Selection”
    Journal of Physical Communication (Elsevier), Oct. 2016 (ISI)
  12. H. Tran, G. Kaddoum, F. Gagdon, L. Sibomana
    “Cognitive Radio Network with Secrecy and Interference Constraints”
    Journal of Physical Communication (Elsevier), Nov. 2016 (ISI)
  13. L. Sibomana, H. Tran, T. Q. Anh
    “Impact of Secondary User Communication on Security Communication of Primary User”
    Security and Communication Networks, May 2015 (ISI)
  14. L. Kong, H. Tran, G. Kaddoum
    “Performance Analysis of Physical Layer Security over α–μ Fading Channel”
    IET Letter, 2015 (ISI)
  15. G. Kaddoum, Y. Nijsure, H. Tran, M. F. A. Ahmed
    “Generalized Code Index Modulation Technique for High Data Rate Communication Systems”
    IEEE Transaction on Vehicular Technology, Apr. 2015 (ISI)
  16. H. Tran, H.-J. Zepernick, H. Phan, L. Sibomana
    “Performance Analysis of a Cognitive Cooperative Radio Network with a Buffered Relay”
    IEEE Transaction on Vehicular Technology, May 2014 (ISI)
  17. H. Tran, H.-J. Zepernick, H. Phan
    “Cognitive Proactive and Reactive DF Relaying Schemes under Joint Outage and Peak Transmit Power Constraints”
    IEEE Communications Letters, Mar. 2013 (ISI)
  18. H. Tran, H.-J. Zepernick, H. Phan
    “Cognitive Cooperative Networks with DF Relay Selection under Interference Constraints of Multiple Primary Users”
    Wireless Communications and Mobile Computing, Feb. 2013 (ISI)

Các môn giảng dạy

  • Python for Data Analysis
  • Computer Networks
  • Wireless Communications
  • Database Management Systems
  • Time Series Analysis amd Focus
  • Introduction to AI
  • Machine Learning & Data Science for Finance
  • Object Oriented Programming
  • Queuing Theory
  • Lập trình Mobile
  • Data Mining
  • Data Visualization
  • Operating Systems

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TS. Trần Hùng

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