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Do-Van Nguyen

Spatially-distributed Federated Learning of Convolutional Recurrent Neural Networks for Air Pollution Prediction
2021 · Do-Van Nguyen, Koji Zettsu · IEEE International Conference on Big Data (BigData) · 33
Fed xData: A Federated Learning Framework for Enabling Contextual Health Monitoring in a Cloud-Edge Network
2021 · Tran Anh Khoa, Do-Van Nguyen, et al. · IEEE International Conference on Big Data (BigData) · 30
Reinforcement Learning Based Navigation with Semantic Knowledge of Indoor Environments
2019 · Tai-Long Nguyen, Do-Van Nguyen, et al. · International Conference on Knowledge and Systems Engineering/Proceedings · 20
FedMCRNN: Federated Learning using Multiple Convolutional Recurrent Neural Networks for Sleep Quality Prediction
2022 · Tran Anh Khoa, Do-Van Nguyen, et al. · ACM Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR) · 11
AOP: Towards Adaptive Offloading Point Approach in a Federated Learning Framework for Edge AI Applications
2023 · Tran Anh Khoa, Do-Van Nguyen, et al. · IEEE International Conference on Parallel and Distributed Systems (ICPADS) · 9
FedProb: An Aggregation Method Based on Feature Probability Distribution for Federated Learning on Non-IID Data
2022 · Do-Van Nguyen, Anh-Khoa Tran, et al. · IEEE International Conference on Big Data (BigData) · 9
splitDyn: Federated Split Neural Network for Distributed Edge AI Applications
2022 · Tran Anh Khoa, Do-Van Nguyen, et al. · IEEE International Conference on Big Data (BigData) · 9
Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained Devices
2024 · Tran Anh Khoa, Minh-Son Dao, et al. · IEEE International Conference on Smart Computing · 8
Real-Time Image Semantic Segmentation Networks with Residual Depth-Wise Separable Blocks
2018 · Van-Viet Doan, Duy-Hung Nguyen, et al. · Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS&ISIS) · 6
Vision Memory for Target Object Navigation Using Deep Reinforcement Learning: An Empirical Study
2018 · Do-Van Nguyen, Tung-Long Vuong, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 2
Intelligent Tutoring in a Driving Simulator: Enhancing Driving Proficiency With AI-Driven Skill Assessment and Personalized Coaching Generation
2026 · Wenbin Gan, Minh-son Dao, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 1
A Hierarchical Deep Deterministic Policy Gradients for Swarm Navigation
2019 · Hung The Nguyen, Tung Nguyen, et al. · International Conference on Knowledge and Systems Engineering/Proceedings · 1
Incremental Updating Methods with Three-Way Decision Models in Incomplete Information Systems
2018 · Huyen Tran, Thinh Cao, et al. · Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS&ISIS) · 1
Works count: 13
Citation count: 140
H-index: 8
I10-index: 4
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