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2020 – today
- 2025
[j66]Prabadevi Boopathy, Natarajan Deepa, Praveen Kumar Reddy Maddikunta, Nancy Victor, Thippa Reddy Gadekallu, Gokul Yenduri, Wei Wang, Quoc-Viet Pham, Thien Huynh-The, Madhusanka Liyanage:
The Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. IEEE Open J. Comput. Soc. 6: 4-24 (2025)- 2024
- [j65]Chi-Hieu Pham
, Thien Huynh-The, Ehsan Sedgh Gooya, Marwa El Bouz, Ayman Alfalou:
Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption. Comput. Methods Programs Biomed. 243: 107854 (2024) - [j64]Loc Nguyen-Van-Thanh, Tan Do-Duy, Thien Huynh-The:
Efficient LDPC Code Design based on Genetic Algorithm for IoT Applications. EAI Endorsed Trans. Ind. Networks Intell. Syst. 11(4) (2024) - [j63]Thien Huynh-The, Van-Phuc Hoang, Jae-Woo Kim, Minh-Thanh Le, Ming Zeng:
WaveNet: Toward Waveform Classification in Integrated Radar-Communication Systems With Improved Accuracy and Reduced Complexity. IEEE Internet Things J. 11(14): 25111-25123 (2024) - [j62]Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao:
Short-packet communications in wireless energy transfer full-duplex IoT networks with deep learning design. J. Commun. Networks 26(3): 297-307 (2024) - [j61]Gia-Vuong Nguyen, Thien Huynh-The:
Enhancing Aerial Semantic Segmentation With Feature Aggregation Network for DeepLabV3+. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j60]Nguyen Cong Luong, Thien Huynh-The, Van-Dinh Nguyen, Derrick Wing Kwan Ng, Symeon Chatzinotas, Dusit Niyato, Quoc-Viet Pham:
Incentive Mechanism and Semantic Communication for Edge Computing-Assisted Metaverse. IEEE Netw. 38(3): 277-284 (2024) - [j59]Shen Wang, Muhammad Atif Qureshi, Luis Miralles-Pechuán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage:
Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges. IEEE Open J. Commun. Soc. 5: 2490-2540 (2024) - [j58]Thien Huynh-The, Son Ngoc Truong, Gia-Vuong Nguyen:
HBSeNet: A Hybrid Bilateral Network for Accurate Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14179-14193 (2024) - [j57]Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim:
Joint Partial Offloading and Resource Allocation for Parked Vehicle-Assisted Multi-Access Edge Computing. IEEE Trans. Emerg. Top. Comput. 12(3): 918-923 (2024) - [j56]Thien Huynh-The, Nguyen Cong Luong, Hoc Phan, Daniel Benevides da Costa, Quoc-Viet Pham:
Improved Waveform Classification for Integrated Radar-Communication 6G Systems via Convolutional Neural Networks. IEEE Trans. Veh. Technol. 73(9): 13921-13925 (2024) - [j55]Toan-Van Nguyen, Thai-Hoc Vu, Thien Huynh-The, Daniel Benevides da Costa:
Secrecy Performance of Short-Packet Communications in MultiHop IoT Networks With Imperfect CSI. IEEE Wirel. Commun. Lett. 13(4): 1093-1097 (2024) - 2023
- [j54]Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H. Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu:
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. IEEE Access 11: 12764-12794 (2023) - [j53]Xuan-Qui Pham, Tien-Dung Nguyen, Thien Huynh-The, Eui-Nam Huh, Dong-Seong Kim:
Distributed Cloud Computing: Architecture, Enabling Technologies, and Open Challenges. IEEE Consumer Electron. Mag. 12(3): 98-106 (2023) - [j52]Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim:
Artificial intelligence for the metaverse: A survey. Eng. Appl. Artif. Intell. 117(Part): 105581 (2023) - [j51]Thien Huynh-The, Thippa Reddy Gadekallu, Weizheng Wang, Gokul Yenduri, Pasika Ranaweera, Quoc-Viet Pham, Daniel Benevides da Costa, Madhusanka Liyanage:
Blockchain for the metaverse: A Review. Future Gener. Comput. Syst. 143: 401-419 (2023) - [j50]Rukhsana Ruby, Hailiang Yang, Felipe A. P. de Figueiredo, Thien Huynh-The, Kaishun Wu:
Energy-Efficient Multiprocessor-Based Computation and Communication Resource Allocation in Two-Tier Federated Learning Networks. IEEE Internet Things J. 10(7): 5689-5703 (2023) - [j49]Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya, Thien Huynh-The, Rajeswari Chengoden, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Thippa Reddy Gadekallu, Madhusanka Liyanage:
Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. IEEE Internet Things J. 10(24): 21873-21891 (2023) - [j48]Thien Huynh-The, Toan-Van Nguyen, Quoc-Viet Pham, Daniel Benevides da Costa, Gi Hyeob Kwon, Dong-Seong Kim:
Efficient Convolutional Networks for Robust Automatic Modulation Classification in OFDM-Based Wireless Systems. IEEE Syst. J. 17(1): 964-975 (2023) - [j47]Toan-Van Nguyen, Van-Dinh Nguyen, Daniel Benevides da Costa, Thien Huynh-The, Rose Qingyang Hu, Beongku An:
Short-Packet Communications in Multihop Networks With WET: Performance Analysis and Deep Learning-Aided Optimization. IEEE Trans. Wirel. Commun. 22(1): 439-456 (2023) - [c56]Thanh Thi Nguyen, Minh Cuong Nguyen, Thien Huynh-The, Quoc-Viet Pham, Quoc Viet Hung Nguyen, Imran Razzak, Vijay Janapa Reddi:
Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules. ICCS (2) 2023: 298-305 - [c55]Gia-Vuong Nguyen, Ca Van Phan, Thien Huynh-The:
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. SoICT 2023: 221-227 - [c54]Lam Mai-Thanh, Khoi Tran-Minh, Thien Huynh-The:
PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation. SoICT 2023: 351-356 - [c53]Anh-Kiet Vo, Thien Huynh-The:
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation. SoICT 2023: 422-428 - [c52]Quang-Thai Le, Quoc-Hung Tran, Thien Huynh-The:
Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud. SoICT 2023: 463-470 - [c51]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Van-Phuc Hoang:
An Efficient Deep Network for Modulation Classification in Impaired MIMO-OFDM Systems. SSP 2023: 130-134 - [c50]Thai-Hoc Vu, Khac-Tuan Nguyen, Quoc-Viet Pham, Thien Huynh-The, Daniel Benevides da Costa, Vo Nguyen Quoc Bao, Sunghwan Kim:
Outage Performance of THz-aided NOMA Systems with Spherical Stochastic Model. SSP 2023: 135-139 - [c49]Thien Huynh-The, Quoc-Viet Pham, Thai-Hoc Vu, Daniel Benevides da Costa, Van-Phuc Hoang:
Intelligent Spectrum Sensing with ConvNet for 5G and LTE Signals Identification. SSP 2023: 140-144 - [c48]Toan-Van Nguyen, Thien Huynh-The, Vo Nguyen Quoc Bao:
Performance Analysis and Deep Learning Evaluation of URLLC Full-Duplex Energy Harvesting IoT Networks over Nakagami-m Fading Channels. SSP 2023: 309-313 - [i19]Bartlomiej Siniarski, Chamitha de Alwis, Gokul Yenduri, Thien Huynh-The, Gürkan Gür, Thippa Reddy Gadekallu, Madhusanka Liyanage:
Need of 6G for the Metaverse Realization. CoRR abs/2301.03386 (2023) - [i18]Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya, Thien Huynh-The, Rajeswari Chengoden, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Thippa Reddy Gadekallu, Madhusanka Liyanage:
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions. CoRR abs/2304.00524 (2023) - [i17]B. Prabadevi, Natarajan Deepa, Nancy Victor, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Gokul Yenduri, Wei Wang, Quoc-Viet Pham, Thien Huynh-The, Madhusanka Liyanage:
Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges. CoRR abs/2308.02677 (2023) - [i16]Mai Le, Thien Huynh-The, Tan Do-Duy, Thai-Hoc Vu, Won-Joo Hwang, Quoc-Viet Pham:
Applications of Distributed Machine Learning for the Internet-of-Things: A Comprehensive Survey. CoRR abs/2310.10549 (2023) - 2022
- [j46]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Dong-Seong Kim:
RF-UAVNet: High-Performance Convolutional Network for RF-Based Drone Surveillance Systems. IEEE Access 10: 49696-49707 (2022) - [j45]Dae-Il Noh, Seon-Geun Jeong, Huu-Trung Hoang, Quoc-Viet Pham, Thien Huynh-The, Mikio Hasegawa, Hiroo Sekiya, Sunyoung Kwon, Sang-Hwa Chung, Won-Joo Hwang:
Signal Preprocessing Technique With Noise-Tolerant for RF-Based UAV Signal Classification. IEEE Access 10: 134785-134798 (2022) - [j44]M. Parimala Boobalan, Swarna Priya Ramu, Quoc-Viet Pham, Kapal Dev, Sharnil Pandya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The:
Fusion of Federated Learning and Industrial Internet of Things: A survey. Comput. Networks 212: 109048 (2022) - [j43]Thanh Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen:
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223: 103525 (2022) - [j42]Van-Sang Doan, Thien Huynh-The, Van-Phuc Hoang, Duy-Thai Nguyen:
MoDANet: Multi-Task Deep Network for Joint Automatic Modulation Classification and Direction of Arrival Estimation. IEEE Commun. Lett. 26(2): 335-339 (2022) - [j41]Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi, Gokul Yenduri, Sweta Bhattacharya, Thippa Reddy Gadekallu:
Incentive techniques for the Internet of Things: A survey. J. Netw. Comput. Appl. 206: 103464 (2022) - [j40]Van-Sang Doan, Thien Huynh-The, Dong-Seong Kim:
Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j39]Quoc-Viet Pham, Ming Zeng, Thien Huynh-The, Zhu Han, Won-Joo Hwang:
Aerial Access Networks for Federated Learning: Applications and Challenges. IEEE Netw. 36(3): 159-166 (2022) - [j38]Quoc-Viet Pham, Mai Le, Thien Huynh-The, Zhu Han, Won-Joo Hwang:
Energy-Efficient Federated Learning Over UAV-Enabled Wireless Powered Communications. IEEE Trans. Veh. Technol. 71(5): 4977-4990 (2022) - [j37]Thien Huynh-The, Toan-Van Nguyen, Quoc-Viet Pham, Daniel Benevides da Costa, Dong-Seong Kim:
MIMO-OFDM Modulation Classification Using Three-Dimensional Convolutional Network. IEEE Trans. Veh. Technol. 71(6): 6738-6743 (2022) - [j36]Xuan-Qui Pham, Thien Huynh-The, Eui-Nam Huh, Dong-Seong Kim:
Partial Computation Offloading in Parked Vehicle-Assisted Multi-Access Edge Computing: A Game-Theoretic Approach. IEEE Trans. Veh. Technol. 71(9): 10220-10225 (2022) - [j35]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Thanh Nguyen, Daniel Benevides da Costa, Dong-Seong Kim:
RanNet: Learning Residual-Attention Structure in CNNs for Automatic Modulation Classification. IEEE Wirel. Commun. Lett. 11(6): 1243-1247 (2022) - [c47]Quoc-Viet Pham, Mai Le, Thien Huynh-The, Zhu Han, Won-Joo Hwang:
UAV-enabled Wireless Powered Communication for Energy-Efficient Federated Learning. ICC 2022: 1-6 - [c46]Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen, Daniel Benevides da Costa, Rose Qingyang Hu, Beongku An:
An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. ICC 2022: 2102-2107 - [c45]Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim:
A Vision of Distributed Cloud Computing. ICTC 2022: 1963-1968 - [c44]Aizada Askar, Min-Ho Lee, Thien Huynh-The, Nguyen Anh Tu:
2D Skeleton-based Action Recognition Using Action-Snippets and Sequential Deep Learning. SMC 2022: 2372-2377 - [c43]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Daniel Benevides da Costa, Dong-Seong Kim:
Automatic Modulation Classification with Low-Cost Attention Network for Impaired OFDM Signals. WCNC 2022: 1785-1790 - [i15]Toan-Van Nguyen, Thien Huynh-The, Van-Dinh Nguyen, Daniel Benevides da Costa, Rose Qingyang Hu, Beongku An:
An Efficient Deep CNN Design for EH Short-Packet Communications in Multihop Cognitive IoT Networks. CoRR abs/2201.10642 (2022) - [i14]Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim:
Artificial Intelligence for the Metaverse: A Survey. CoRR abs/2202.10336 (2022) - [i13]Thippa Reddy Gadekallu, Thien Huynh-The, Weizheng Wang, Gokul Yenduri, Pasika Ranaweera, Quoc-Viet Pham, Daniel Benevides da Costa, Madhusanka Liyanage:
Blockchain for the Metaverse: A Review. CoRR abs/2203.09738 (2022) - [i12]Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H. Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu:
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. CoRR abs/2209.04160 (2022) - [i11]Nguyen Cong Luong, Quoc-Viet Pham, Thien Huynh-The, Van-Dinh Nguyen, Derrick Wing Kwan Ng, Symeon Chatzinotas:
Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design. CoRR abs/2212.06463 (2022) - 2021
- [j34]Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang:
Intelligent Radio Signal Processing: A Survey. IEEE Access 9: 83818-83850 (2021) - [j33]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Thanh Thi Nguyen, Rukhsana Ruby, Ming Zeng, Dong-Seong Kim:
Automatic Modulation Classification: A Deep Architecture Survey. IEEE Access 9: 142950-142971 (2021) - [j32]Thien Huynh-The, Cam-Hao Hua, Van-Sang Doan, Quoc-Viet Pham, Dong-Seong Kim:
Accurate Deep CNN-Based Waveform Recognition for Intelligent Radar Systems. IEEE Commun. Lett. 25(9): 2938-2942 (2021) - [j31]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Physical Activity Recognition With Statistical-Deep Fusion Model Using Multiple Sensory Data for Smart Health. IEEE Internet Things J. 8(3): 1533-1543 (2021) - [j30]Toan-Van Nguyen, Thong Nhat Tran, Kyusung Shim, Thien Huynh-The, Beongku An:
A Deep-Neural-Network-Based Relay Selection Scheme in Wireless-Powered Cognitive IoT Networks. IEEE Internet Things J. 8(9): 7423-7436 (2021) - [j29]Cam-Hao Hua, Kiyoung Kim, Thien Huynh-The, Jong In You, Seung-Young Yu, Thuong Le-Tien, Sung-Ho Bae, Sungyoung Lee:
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images. IEEE J. Biomed. Health Informatics 25(7): 2686-2697 (2021) - [j28]Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, M. Fatih Demirci, Young-Koo Lee:
Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance. J. Supercomput. 77(12): 14374-14404 (2021) - [j27]Chung Duc Ho, Toan-Van Nguyen, Thien Huynh-The, Tien-Tung Nguyen, Daniel Benevides da Costa, Beongku An:
Short-Packet Communications in Wireless-Powered Cognitive IoT Networks: Performance Analysis and Deep Learning Evaluation. IEEE Trans. Veh. Technol. 70(3): 2894-2899 (2021) - [j26]Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang:
UAV Communications for Sustainable Federated Learning. IEEE Trans. Veh. Technol. 70(4): 3944-3948 (2021) - [j25]Rubina Akter, Van-Sang Doan, Thien Huynh-The, Dong-Seong Kim:
RFDOA-Net: An Efficient ConvNet for RF-Based DOA Estimation in UAV Surveillance Systems. IEEE Trans. Veh. Technol. 70(11): 12209-12214 (2021) - [j24]Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim:
Accurate LPI Radar Waveform Recognition With CWD-TFA for Deep Convolutional Network. IEEE Wirel. Commun. Lett. 10(8): 1638-1642 (2021) - [c42]Toan-Van Nguyen, Thong Nhat Tran, Thien Huynh-The, Beongku An:
An Efficient QoS Routing Protocol in Cognitive Radio MANETs: Cross-Layer Design Meets Deep Reinforcement Learning. ICEIC 2021: 1-4 - [c41]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Van-Sang Doan, Nhan Thanh Nguyen, Daniel Benevides da Costa, Dong-Seong Kim:
Densely-Accumulated Convolutional Network for Accurate LPI Radar Waveform Recognition. GLOBECOM 2021: 1-6 - [c40]Toan-Van Nguyen, Thien Huynh-The, Beongku An:
A Deep CNN-based Relay Selection in EH Full-Duplex IoT Networks with Short-Packet Communications. ICC 2021: 1-6 - [c39]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Xuan-Qui Pham, Dong-Seong Kim:
Deep Learning-based Automatic Modulation Classification for Wireless OFDM Communications. ICTC 2021: 47-49 - [c38]Xuan-Qui Pham, Thien Huynh-The, Dong-Seong Kim:
A QoE-based Optimization Approach to Computation Offloading in Vehicle-assisted Multi-access Edge Computing. ICTC 2021: 131-133 - [c37]Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim:
Deep Learning for Coexistence Radar-Communication Waveform Recognition. ICTC 2021: 1725-1727 - [c36]Nhan Thanh Nguyen, Ly Van Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst, Markku J. Juntti:
Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems. SPAWC 2021: 101-105 - [i10]Parimala M., R. M. Swarna Priya, Quoc-Viet Pham, Kapal Dev, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The:
Fusion of Federated Learning and Industrial Internet of Things: A Survey. CoRR abs/2101.00798 (2021) - [i9]Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang:
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning. CoRR abs/2101.03498 (2021) - [i8]Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang:
UAV Communications for Sustainable Federated Learning. CoRR abs/2103.11073 (2021) - [i7]Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana:
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. CoRR abs/2107.14040 (2021) - [i6]Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Madhusanka Liyanage:
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions. CoRR abs/2110.04160 (2021) - [i5]Shen Wang, Muhammad Atif Qureshi, Luis Miralles-Pechuaán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage:
Explainable AI for B5G/6G: Technical Aspects, Use Cases, and Research Challenges. CoRR abs/2112.04698 (2021) - 2020
- [j23]Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana:
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. IEEE Access 8: 130820-130839 (2020) - [j22]Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification. IEEE Commun. Lett. 24(4): 811-815 (2020) - [j21]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Learning 3D spatiotemporal gait feature by convolutional network for person identification. Neurocomputing 397: 192-202 (2020) - [j20]Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang:
Sum-Rate Maximization for UAV-Assisted Visible Light Communications Using NOMA: Swarm Intelligence Meets Machine Learning. IEEE Internet Things J. 7(10): 10375-10387 (2020) - [j19]Thien Huynh-The, Cam-Hao Hua, Trung-Thanh Ngo, Dong-Seong Kim:
Image representation of pose-transition feature for 3D skeleton-based action recognition. Inf. Sci. 513: 112-126 (2020) - [j18]Cam-Hao Hua, Thien Huynh-The, Sung-Ho Bae, Sungyoung Lee:
Cross-Attentional Bracket-shaped Convolutional Network for semantic image segmentation. Inf. Sci. 539: 277-294 (2020) - [j17]Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim:
Encoding Pose Features to Images With Data Augmentation for 3-D Action Recognition. IEEE Trans. Ind. Informatics 16(5): 3100-3111 (2020) - [j16]Godwin Brown Tunze, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim:
Sparsely Connected CNN for Efficient Automatic Modulation Recognition. IEEE Trans. Veh. Technol. 69(12): 15557-15568 (2020) - [c35]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Space-Time Skeletal Analysis with Jointly Dual-Stream ConvNet for Action Recognition. DICTA 2020: 1-7 - [c34]Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee:
DRAN: Densely Reversed Attention based Convolutional Network for Diabetic Retinopathy Detection. EMBC 2020: 1992-1995 - [c33]Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. GLOBECOM 2020: 1-6 - [c32]Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. GLOBECOM 2020: 1-6 - [c31]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Learning Geometric Features with Dual-stream CNN for 3D Action Recognition. ICASSP 2020: 2353-2357 - [c30]Thien Huynh-The, Cam-Hao Hua, Van-Sang Doan, Quoc-Viet Pham, Toan-Van Nguyen, Dong-Seong Kim:
Deep Learning for Constellation-based Modulation Classification under Multipath Fading Channels. ICTC 2020: 300-304 - [c29]Godwin Brown Tunze, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim:
Multi-shuffled Convolutional Blocks for Low-complex Modulation Recognition. ICTC 2020: 939-942 - [c28]Cam-Hao Hua, Thien Huynh-The, Hyunseok Seo, Sungyoung Lee:
Convolutional Network with Densely Backward Attention for Facial Expression Recognition. IMCOM 2020: 1-6 - [c27]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim:
3D Action Recognition Exploiting Hierarchical Deep Feature Fusion Model. IMCOM 2020: 1-3 - [c26]Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, Dinh-Mao Bui, Young-Koo Lee:
Distributed Feature Extraction on Apache Spark for Human Action Recognition. IMCOM 2020: 1-6 - [c25]Van-Sang Doan, Thien Huynh-The, Van-Phuc Hoang, Dong-Seong Kim:
Convolutional Neural Network-Based DOA Estimation Using Non-uniform Linear Array for Multipath Channels. INISCOM 2020: 45-56 - [c24]Thien Huynh-The, Cam-Hao Hua, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim:
Exploiting a low-cost CNN with skip connection for robust automatic modulation classification. WCNC 2020: 1-6 - [i4]Quoc-Viet Pham, Nhu-Ngoc Dao, Thien Huynh-The, Jun Zhao, Won-Joo Hwang:
Clustering and Power Allocation for UAV-assisted NOMA-VLC Systems: A Swarm Intelligence Approach. CoRR abs/2007.15430 (2020) - [i3]Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang:
Intelligent Radio Signal Processing: A Contemporary Survey. CoRR abs/2008.08264 (2020) - [i2]Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment. CoRR abs/2009.02023 (2020) - [i1]Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim:
Learning Constellation Map with Deep CNN for Accurate Modulation Recognition. CoRR abs/2009.02026 (2020)
2010 – 2019
- 2019
- [j15]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Locally Statistical Dual-Mode Background Subtraction Approach. IEEE Access 7: 9769-9782 (2019) - [j14]Trung-Thanh Ngo, Thien Huynh-The, Dong-Seong Kim:
A Novel VANETs-Based Traffic Light Scheduling Scheme for Greener Planet and Safer Road Intersections. IEEE Access 7: 22175-22185 (2019) - [j13]Cam-Hao Hua, Thien Huynh-The, Kiyoung Kim, Seung-Young Yu, Thuong Le-Tien, Gwang Hoon Park, Jae Hun Bang, Wajahat Ali Khan, Sung-Ho Bae, Sungyoung Lee:
Bimodal learning via trilogy of skip-connection deep networks for diabetic retinopathy risk progression identification. Int. J. Medical Informatics 132 (2019) - [j12]Nguyen Anh Tu, Thien Huynh-The, Kifayat-Ullah Khan, Young-Koo Lee:
ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video. IEEE Trans. Circuits Syst. Video Technol. 29(3): 800-814 (2019) - [c23]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim:
Robust Image Watermarking Framework Powered by Convolutional Encoder-Decoder Network. DICTA 2019: 1-7 - [c22]Nguyen Anh Tu, Thien Huynh-The, Young-Koo Lee:
Scalable Video Classification using Bag of Visual Words on Spark. DICTA 2019: 1-8 - [c21]Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee:
Retinal Vessel Segmentation using Round-wise Features Aggregation on Bracket-shaped Convolutional Neural Networks. EMBC 2019: 36-39 - [c20]Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim:
Visualizing Inertial Data For Wearable Sensor Based Daily Life Activity Recognition Using Convolutional Neural Network. EMBC 2019: 2478-2481 - [c19]Ali Aouto, Thien Huynh-The, Jae-Min Lee, Dong-Seong Kim:
Pose-Based Identification Using Deep Learning for Military Surveillance Systems. ICTC 2019: 626-629 - [c18]Thien Huynh-The, Dong-Seong Kim:
Data Augmentation For CNN-Based 3D Action Recognition on Small-Scale Datasets. INDIN 2019: 239-244 - [c17]Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim:
Learning Action Images Using Deep Convolutional Neural Networks For 3D Action Recognition. SAS 2019: 1-6 - 2018
- [j11]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Tae Ho Hur, Jae Hun Bang, Dohyeong Kim, Muhammad Bilal Amin, Byeong Ho Kang, Hyonwoo Seung, Sungyoung Lee:
Selective bit embedding scheme for robust blind color image watermarking. Inf. Sci. 426: 1-18 (2018) - [j10]Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Tae Ho Hur, Jae Hun Bang, Dohyeong Kim, Muhammad Bilal Amin, Byeong Ho Kang, Hyonwoo Seung, Soo-Yong Shin, Eun-Soo Kim, Sungyoung Lee:
Hierarchical topic modeling with pose-transition feature for action recognition using 3D skeleton data. Inf. Sci. 444: 20-35 (2018) - [j9]Jae Hun Bang, Tae Ho Hur, Dohyeong Kim, Thien Huynh-The, Jongwon Lee, Yongkoo Han, Oresti Banos, Jee-In Kim, Sungyoung Lee:
Adaptive Data Boosting Technique for Robust Personalized Speech Emotion in Emotionally-Imbalanced Small-Sample Environments. Sensors 18(11): 3744 (2018) - [j8]Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Jongwon Lee, Jee-In Kim, Sungyoung Lee:
Iss2Image: A Novel Signal-Encoding Technique for CNN-Based Human Activity Recognition. Sensors 18(11): 3910 (2018) - [j7]Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee:
Early fault detection in IaaS cloud computing based on fuzzy logic and prediction technique. J. Supercomput. 74(11): 5730-5745 (2018) - [c16]Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee:
Convolutional Networks with Bracket-Style Decoder for Semantic Scene Segmentation. SMC 2018: 2980-2985 - 2017
- [j6]Thien Huynh-The, Oresti Banos, Sungyoung Lee, Byeong Ho Kang, Eun-Soo Kim, Thuong Le-Tien:
NIC: A Robust Background Extraction Algorithm for Foreground Detection in Dynamic Scenes. IEEE Trans. Circuits Syst. Video Technol. 27(7): 1478-1490 (2017) - [c15]Thien Huynh-The, Sungyoung Lee, Cam-Hao Hua:
ADM-HIPaR: An efficient background subtraction approach. AVSS 2017: 1-6 - [c14]Thien Huynh-The, Cam-Hao Hua, Sungyoung Lee:
Improving NIC algorithm using different binary structure elements for multi-modal foreground detection. IMCOM 2017: 111 - [c13]Thien Huynh-The, Sungyoung Lee:
Color image watermarking using selective MSB-LSB embedding and 2D Otsu thresholding. SMC 2017: 1333-1338 - 2016
- [j5]Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien:
Improving digital image watermarking by means of optimal channel selection. Expert Syst. Appl. 62: 177-189 (2016) - [j4]Thien Huynh-The, Ba-Vui Le, Sungyoung Lee, Yongik Yoon:
Interactive activity recognition using pose-based spatio-temporal relation features and four-level Pachinko Allocation Model. Inf. Sci. 369: 317-333 (2016) - [j3]Oresti Baños, Claudia Villalonga, Jae Hun Bang, Tae Ho Hur, Dong Uk Kang, Sang Beom Park, Thien Huynh-The, Le-Ba Vui, Muhammad Bilal Amin, Muhammad Asif Razzaq, Wajahat Ali Khan, Choong Seon Hong, Sungyoung Lee:
Human Behavior Analysis by Means of Multimodal Context Mining. Sensors 16(8): 1264 (2016) - [c12]Thien Huynh-The, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon:
Improved PAM-based traffic behavior recognition using trajectory-wise features. BigComp 2016: 257-260 - [c11]Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Yongik Yoon, Sungik Jun:
Energy savings in processor based on prediction technique. ICOIN 2016: 147-150 - [c10]Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee:
Fuzzy Fault Detection in IaaS Cloud Computing. IMCOM 2016: 65:1-65:6 - [c9]Thuong Le-Tien, Thien Huynh-The, Sungyoung Lee, Yongik Yoon:
An Interactive Activity Recognition Approach Using Articulated-Body Estimation and Pose-Based Features. IMCOM 2016: 101:1-101:8 - [c8]Thien Huynh-The, Ba-Vui Le, Sungyoung Lee:
Describing body-pose feature - poselet - activity relationship using Pachinko Allocation Model. SMC 2016: 40-45 - 2015
- [j2]Thien Huynh-The, Oresti Baños, Ba-Vui Le, Dinh-Mao Bui, Yongik Yoon, Sungyoung Lee:
Traffic Behavior Recognition Using the Pachinko Allocation Model. Sensors 15(7): 16040-16059 (2015) - [c7]Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Bin Li, Jin Wang:
Replication Management Framework for HDFS Based on Prediction Technique. CBD 2015: 58-63 - [c6]Thien Huynh-The, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon:
Interactive Activity Recognition Using Articulated-Pose Features on Spatio-Temporal Relation. CSA/CUTE 2015: 345-351 - [c5]Dinh-Mao Bui, Thien Huynh-The, Yongik Yoon, Sungik Jun, Sungyoung Lee:
EAP: Energy-Awareness Predictor in Multicore CPU. CSA/CUTE 2015: 361-366 - [c4]Oresti Baños, Jae Hun Bang, Tae Ho Hur, Muhammad Hameed Siddiqi, Huynh-The Thien, Le-Ba Vui, Wajahat Ali Khan, Taqdir Ali, Claudia Villalonga, Sungyoung Lee:
Mining human behavior for health promotion. EMBC 2015: 5062-5065 - [c3]Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien:
A novel watermarking scheme for image authentication in social networks. IMCOM 2015: 48:1-48:8 - [c2]Oresti Banos, Muhammad Bilal Amin, Wajahat Ali Khan, Muhammad Afzal, Mahmood Ahmad, Maqbool Ali, Taqdir Ali, Rahman Ali, Hafiz Syed Muhammad Bilal, Manhyung Han, Jamil Hussain, Maqbool Hussain, Shujaat Hussain, Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Muhammad Idris, Dong Wook Kang, Sang Beom Park, Hameed Siddiqui, Le-Ba Vui, Muhammad Fahim, Asad Masood Khattak, Byeong Ho Kang, Sungyoung Lee:
An Innovative Platform for Person-Centric Health and Wellness Support. IWBBIO (2) 2015: 131-140 - 2014
- [j1]Thien Huynh-The, Ba-Vui Le, Sungyoung Lee, Thuong Le-Tien, Yongik Yoon:
Using weighted dynamic range for histogram equalization to improve the image contrast. EURASIP J. Image Video Process. 2014: 44 (2014) - [c1]Thien Huynh-The, Ba-Vui Le, Muhammad Fahim, Sungyoung Lee, Yongik Yoon, Byeong Ho Kang:
PAM-Based Behavior Modelling. IWAAL 2014: 34-37
Coauthor Index
Daniel B. da Costa 0001
aka: Daniel Benevides da Costa
aka: Daniel Benevides da Costa
Toan Van Nguyen
aka: Toan-Van Nguyen
aka: Toan-Van Nguyen
G. Thippa Reddy
aka: Thippa Reddy Gadekallu
aka: Thippa Reddy Gadekallu
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