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@article{DBLP:journals/inis/NguyenMY23,
  author       = {Khoi Khac Nguyen and
                  Antonino Masaracchia and
                  Cheng Yin},
  title        = {Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted
                  {D2D} Communications},
  journal      = {{EAI} Endorsed Trans. Ind. Networks Intell. Syst.},
  volume       = {10},
  number       = {1},
  pages        = {e1},
  year         = {2023},
  url          = {https://doi.org/10.4108/eetinis.v10i1.2864},
  doi          = {10.4108/EETINIS.V10I1.2864},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/inis/NguyenMY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/NguyenKCND22,
  author       = {Khoi Khac Nguyen and
                  Saeed R. Khosravirad and
                  Daniel Benevides da Costa and
                  Long Dinh Nguyen and
                  Trung Q. Duong},
  title        = {Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient
                  Resource Allocation With Deep Reinforcement Learning},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {16},
  number       = {3},
  pages        = {358--368},
  year         = {2022},
  url          = {https://doi.org/10.1109/JSTSP.2021.3134162},
  doi          = {10.1109/JSTSP.2021.3134162},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/NguyenKCND22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/NguyenMSPD22,
  author       = {Khoi Khac Nguyen and
                  Antonino Masaracchia and
                  Vishal Sharma and
                  H. Vincent Poor and
                  Trung Q. Duong},
  title        = {RIS-Assisted {UAV} Communications for IoT With Wireless Power Transfer
                  Using Deep Reinforcement Learning},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {16},
  number       = {5},
  pages        = {1086--1096},
  year         = {2022},
  url          = {https://doi.org/10.1109/JSTSP.2022.3172587},
  doi          = {10.1109/JSTSP.2022.3172587},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/NguyenMSPD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/NguyenDDCH22,
  author       = {Khoi Khac Nguyen and
                  Trung Q. Duong and
                  Tan Do{-}Duy and
                  Holger Claussen and
                  Lajos Hanzo},
  title        = {3D {UAV} Trajectory and Data Collection Optimisation Via Deep Reinforcement
                  Learning},
  journal      = {{IEEE} Trans. Commun.},
  volume       = {70},
  number       = {4},
  pages        = {2358--2371},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCOMM.2022.3148364},
  doi          = {10.1109/TCOMM.2022.3148364},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcom/NguyenDDCH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MasaracchiaLNYK21,
  author       = {Antonino Masaracchia and
                  Yijiu Li and
                  Khoi Khac Nguyen and
                  Cheng Yin and
                  Saeed R. Khosravirad and
                  Daniel Benevides da Costa and
                  Trung Q. Duong},
  title        = {UAV-Enabled Ultra-Reliable Low-Latency Communications for 6G: {A}
                  Comprehensive Survey},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {137338--137352},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3117902},
  doi          = {10.1109/ACCESS.2021.3117902},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/MasaracchiaLNYK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NguyenVNLHD21,
  author       = {Khoi Khac Nguyen and
                  Ngo Anh Vien and
                  Long Dinh Nguyen and
                  Minh{-}Tuan Le and
                  Lajos Hanzo and
                  Trung Q. Duong},
  title        = {Real-Time Energy Harvesting Aided Scheduling in UAV-Assisted {D2D}
                  Networks Relying on Deep Reinforcement Learning},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {3638--3648},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2020.3046499},
  doi          = {10.1109/ACCESS.2020.3046499},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/NguyenVNLHD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03129,
  author       = {Khoi Khac Nguyen and
                  Trung Q. Duong and
                  Tan Do{-}Duy and
                  Holger Claussen and
                  Lajos Hanzo},
  title        = {3D {UAV} Trajectory and Data Collection Optimisation via Deep Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2106.03129},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.03129},
  eprinttype    = {arXiv},
  eprint       = {2106.03129},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-03129.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02889,
  author       = {Khoi Khac Nguyen and
                  Antonino Masaracchia and
                  Tan Do{-}Duy and
                  H. Vincent Poor and
                  Trung Q. Duong},
  title        = {RIS-assisted {UAV} Communications for IoT with Wireless Power Transfer
                  Using Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2108.02889},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.02889},
  eprinttype    = {arXiv},
  eprint       = {2108.02889},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-02889.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02892,
  author       = {Khoi Khac Nguyen and
                  Antonino Masaracchia and
                  Cheng Yin and
                  Long Dinh Nguyen and
                  Octavia A. Dobre and
                  Trung Q. Duong},
  title        = {Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted
                  {D2D} Communications},
  journal      = {CoRR},
  volume       = {abs/2108.02892},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.02892},
  eprinttype    = {arXiv},
  eprint       = {2108.02892},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-02892.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdse/TranNPNNV20,
  author       = {Hoang{-}Loc Tran and
                  Quang{-}Huy Nguyen and
                  Dinh{-}Duy Phan and
                  Thanh{-}Thien Nguyen and
                  Khac{-}Ngoc{-}Khoi Nguyen and
                  Duc{-}Lung Vu},
  editor       = {Tran Khanh Dang and
                  Josef K{\"{u}}ng and
                  Makoto Takizawa and
                  Tai M. Chung},
  title        = {Additional Learning on Object Detection: {A} Novel Approach in Pornography
                  Classification},
  booktitle    = {Future Data and Security Engineering. Big Data, Security and Privacy,
                  Smart City and Industry 4.0 Applications - 7th International Conference,
                  {FDSE} 2020, Quy Nhon, Vietnam, November 25-27, 2020, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1306},
  pages        = {311--324},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-981-33-4370-2\_22},
  doi          = {10.1007/978-981-33-4370-2\_22},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fdse/TranNPNNV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/NguyenNTNPV20,
  author       = {Quang{-}Huy Nguyen and
                  Khac{-}Ngoc{-}Khoi Nguyen and
                  Hoang{-}Loc Tran and
                  Thanh{-}Thien Nguyen and
                  Dinh{-}Duy Phan and
                  Duc{-}Lung Vu},
  title        = {Multi-level detector for pornographic content using {CNN} models},
  booktitle    = {2020 {RIVF} International Conference on Computing and Communication
                  Technologies, {RIVF} 2020, Ho Chi Minh City, Vietnam, October 14-15,
                  2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/RIVF48685.2020.9140734},
  doi          = {10.1109/RIVF48685.2020.9140734},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rivf/NguyenNTNPV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NguyenDVLN19,
  author       = {Khoi Khac Nguyen and
                  Trung Quang Duong and
                  Ngo Anh Vien and
                  Nhien{-}An Le{-}Khac and
                  Minh{-}Nghia Nguyen},
  title        = {Non-Cooperative Energy Efficient Power Allocation Game in {D2D} Communication:
                  {A} Multi-Agent Deep Reinforcement Learning Approach},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {100480--100490},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2930115},
  doi          = {10.1109/ACCESS.2019.2930115},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/NguyenDVLN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NguyenDVLN19a,
  author       = {Khoi Khac Nguyen and
                  Trung Q. Duong and
                  Ngo Anh Vien and
                  Nhien{-}An Le{-}Khac and
                  Long Dinh Nguyen},
  title        = {Distributed Deep Deterministic Policy Gradient for Power Allocation
                  Control in D2D-Based {V2V} Communications},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {164533--164543},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2952411},
  doi          = {10.1109/ACCESS.2019.2952411},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/NguyenDVLN19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/NguyenNKD19,
  author       = {Long Dinh Nguyen and
                  Khoi Khac Nguyen and
                  Ayse Kortun and
                  Trung Q. Duong},
  title        = {Real-Time Deployment and Resource Allocation for Distributed {UAV}
                  Systems in Disaster Relief},
  booktitle    = {20th {IEEE} International Workshop on Signal Processing Advances in
                  Wireless Communications, {SPAWC} 2019, Cannes, France, July 2-5, 2019},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SPAWC.2019.8815522},
  doi          = {10.1109/SPAWC.2019.8815522},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/spawc/NguyenNKD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/NguyenHNWND18,
  author       = {Khoi Khac Nguyen and
                  Dinh Thai Hoang and
                  Dusit Niyato and
                  Ping Wang and
                  Diep N. Nguyen and
                  Eryk Dutkiewicz},
  title        = {Cyberattack detection in mobile cloud computing: {A} deep learning
                  approach},
  booktitle    = {2018 {IEEE} Wireless Communications and Networking Conference, {WCNC}
                  2018, Barcelona, Spain, April 15-18, 2018},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/WCNC.2018.8376973},
  doi          = {10.1109/WCNC.2018.8376973},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wcnc/NguyenHNWND18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05914,
  author       = {Khoi Khac Nguyen and
                  Dinh Thai Hoang and
                  Dusit Niyato and
                  Ping Wang and
                  Diep N. Nguyen and
                  Eryk Dutkiewicz},
  title        = {Cyberattack Detection in Mobile Cloud Computing: {A} Deep Learning
                  Approach},
  journal      = {CoRR},
  volume       = {abs/1712.05914},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.05914},
  eprinttype    = {arXiv},
  eprint       = {1712.05914},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-05914.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/PhamNNT14,
  author       = {Viet{-}Khoi Pham and
                  Hai{-}Dang Nguyen and
                  Tung{-}Anh Nguyen{-}Khac and
                  Minh{-}Triet Tran},
  editor       = {Antanas Verikas and
                  Branislav Vuksanovic and
                  Petia Radeva and
                  Jianhong Zhou},
  title        = {Apply lightweight recognition algorithms in optical music recognition},
  booktitle    = {Seventh International Conference on Machine Vision, {ICMV} 2014, Milan,
                  Italy, 19-21 November 2014},
  series       = {{SPIE} Proceedings},
  volume       = {9445},
  pages        = {944504},
  publisher    = {{SPIE}},
  year         = {2014},
  url          = {https://doi.org/10.1117/12.2180715},
  doi          = {10.1117/12.2180715},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmv/PhamNNT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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