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Author

Duc Hoang Tran

Institution: Kookmin University
Observed institution: Kookmin University
ORCID: 0009-0009-2626-6070
Observed ORCID: 0009-0009-2626-6070
OpenAlex ID: A5104082589
Self-Supervised Learning for Time-Series Anomaly Detection in Industrial Internet of Things
2022 · Duc Hoang Tran, Van Linh Nguyen, et al. · Electronics · 42
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GAN-based Data Augmentation for UWB NLOS Identification Using Machine Learning
2022 · Duc Hoang Tran, ByungDeok Chung, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 25
An Experimental Demonstration of MIMO C-OOK Scheme Based on Deep Learning for Optical Camera Communication System
2022 · Van Linh Nguyen, Duc Hoang Tran, et al. · Applied Sciences · 23
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Rolling Shutter OFDM Scheme for Optical Camera Communication Considering Mobility Environment Based on Deep Learning
2022 · Huy Nguyen, Van Linh Nguyen, et al. · Applied Sciences · 22
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An Improved Sensor Anomaly Detection Method in IoT System using Federated Learning
2022 · Duc Hoang Tran, Van Linh Nguyen, et al. · International Conference on Ubiquitous and Future Networks · 10
Design and Implementation of RS-OFDM scheme for Optical Camera Communication based on Deep Learning
2023 · Huy Nguyen, Duc Hoang Tran, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 7
Short-term Solar Power Generation Forecasting using Edge AI
2022 · Duc Hoang Tran, Van Linh Nguyen, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 7
Design and Implementation of Deep Learning for MIMO C-OOK Scheme-based Optical Camera Communication
2022 · Huy Nguyen, Duc Hoang Tran, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 5
Human Activity Detection based on Infrared Array Sensor using Advanced Deep Learning Technique
2022 · Van Linh Nguyen, Duc Hoang Tran, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 4
Development of an Intelligent IoT Platform for PV Power Plant Monitoring and Control
2023 · Ida Bagus Krishna Yoga Utama, Duc Hoang Tran, et al. · International Conference on Ubiquitous and Future Networks · 3
A Method of PV Power Generation Forecasting using Constrained Transformer Network
2023 · Duc Hoang Tran, Van Linh Nguyen, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 3
Predicting Indoor PM2.5 Concentration using LSTM-BNN in Edge Device
2023 · Ida Bagus Krishna Yoga Utama, Duc Hoang Tran, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 3
Deep Learning for 2D-MIMO scheme based on Optical Camera Communication
2023 · Huy Nguyen, Van Linh Nguyen, et al. · International Conference on Information Networking · 1
Short-term PM2.5 Prediction using Modified Attention Seq2Seq BiLSTM
2022 · Ida Bagus Krishna Yoga Utama, Duc Hoang Tran, et al. · International Conference on Ubiquitous and Future Networks · 1
Development of MIMO Scheme-based Optical Camera Communication System using Deep Learning method
2023 · Van Linh Nguyen, Duc Hoang Tran, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
Works count: 15
Citation count: 156
H-index: 7
I10-index: 5
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