Ngoc Duy Nguyen

33 papers B 3Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds. Expert Syst. Appl. Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Hai Nguyen, Ngoc Duy Nguyen, Thanh Thi Nguyen, Sy Dzung Nguyen, Asim Bhatti, Chee Peng Lim
2023	J	`jnl`	Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition. Expert Syst. Appl. Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, Thanh Thi Nguyen, Hai Nguyen, Balachandran Manavalan, Chee Peng Lim, Sy Dzung Nguyen
2023	J	`jnl`	Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network. Neural Comput. Appl. Dev Priya Goel, Kushagra Mahajan, Ngoc Duy Nguyen, Srinivasan Natesan, Chee Peng Lim
2023	J	`jnl`	Towards an efficient machine learning model for financial time series forecasting. Soft Comput. Arun Kumar, Tanya Chauhan, Srinivasan Natesan, Nhat Truong Pham, Ngoc Duy Nguyen, Chee Peng Lim
2023	J	`jnl`	Towards designing a generic and comprehensive deep reinforcement learning framework. Appl. Intell. Ngoc Duy Nguyen, Thanh Thi Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Dang Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2022	—	`conf`	HCILab at Memotion 2.0 2022: Analysis of Sentiment, Emotion and Intensity of Emotion Classes from Meme Images using Single and Multi Modalities (short paper). DE-FACTIFY@AAAI Thanh Tin Nguyen, Nhat Truong Pham, Ngoc Duy Nguyen, Hai Nguyen, Long H. Nguyen, Yong-Guk Kim
2022	J	`jnl`	vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM. CoRR Thanh Tin Nguyen, Long H. Nguyen, Nhat Truong Pham, Liu Tai Nguyen, Van Huong Do, Hai Nguyen, Ngoc Duy Nguyen
2021	—	`conf`	A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students' Performance. FDSE (CCIS Volume) Huu Huong Xuan Nguyen, Tran Khanh Dang, Ngoc Duy Nguyen
2021	J	`jnl`	A Prioritized objective actor-critic method for deep reinforcement learning. Neural Comput. Appl. Ngoc Duy Nguyen, Thanh Thi Nguyen, Peter Vamplew, Richard Dazeley, Saeid Nahavandi
2021	—	`conf`	Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. FDSE Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti
2021	J	`jnl`	Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds. CoRR Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen
2020	J	`jnl`	A Visual Communication Map for Multi-Agent Deep Reinforcement Learning. CoRR Ngoc Duy Nguyen, Thanh Thi Nguyen, Saeid Nahavandi
2020	J	`jnl`	A multi-objective deep reinforcement learning framework. Eng. Appl. Artif. Intell. Thanh Thi Nguyen, Ngoc Duy Nguyen, Peter Vamplew, Saeid Nahavandi, Richard Dazeley, Chee Peng Lim
2020	J	`jnl`	Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications. IEEE Trans. Cybern. Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2020	J	`jnl`	Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework. CoRR Ngoc Duy Nguyen, Thanh Thi Nguyen, Hai Nguyen, Saeid Nahavandi
2019	—	`conf`	A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. ICIT Thanh Nguyen, Ngoc Duy Nguyen, Fernando Bello, Saeid Nahavandi
2019	J	`jnl`	A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. CoRR Thanh Thi Nguyen, Ngoc Duy Nguyen, Fernando Bello, Saeid Nahavandi
2019	J	`jnl`	A Review of Situation Awareness Assessment Approaches in Aviation Environments. IEEE Syst. J. Thanh Nguyen, Chee Peng Lim, Ngoc Duy Nguyen, Lee Gordon-Brown, Saeid Nahavandi
2019	—	`conf`	Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. SysCon Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi, Asim Bhatti, Glenn Guest
2019	J	`jnl`	Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. CoRR Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi, Asim Bhatti, Glenn Guest
2019	—	`conf`	Multi-Agent Deep Reinforcement Learning with Human Strategies. ICIT Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2019	J	`jnl`	Multi-agent behavioral control system using deep reinforcement learning. Neurocomputing Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi
2018	B	`conf`	A Human Mixed Strategy Approach to Deep Reinforcement Learning. SMC Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Nguyen
2018	J	`jnl`	A Human Mixed Strategy Approach to Deep Reinforcement Learning. CoRR Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Thi Nguyen
2018	J	`jnl`	A Review of Situation Awareness Assessment Approaches in Aviation Environments. CoRR Thanh Nguyen, Chee Peng Lim, Ngoc Duy Nguyen, Lee Gordon-Brown, Saeid Nahavandi
2018	B	`conf`	A Soft Computing Fusion for River Flow Time Series Forecasting. FUZZ-IEEE Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi, Syed Moshfeq Salaken, Amin Khatami
2018	J	`jnl`	Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications. CoRR Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2018	J	`jnl`	Multi-Agent Deep Reinforcement Learning with Human Strategies. CoRR Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2017	J	`jnl`	System Design Perspective for Human-Level Agents Using Deep Reinforcement Learning: A Survey. IEEE Access Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi
2012	J	`jnl`	Energy-efficient Models for Coverage Problem in Sensor Networks with Adjustable Ranges. Ad Hoc Sens. Wirel. Networks Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Minh Thiep Ha, Trong Duc Le, Hyunseung Choo
2011	—	`conf`	Employing Energy-Efficient Patterns for Coverage Problem to Extend the Network Lifetime. ICCSA (4) Manh Thuong Quan Dao, Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
2010	B	`conf`	Energy-Efficient Models for Coverage Problem Using Sensors with Adjustable Sensing Ranges. WCNC Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Minh Thiep Ha, Hyunseung Choo
2010	—	`conf`	Greedy Forwarding with Virtual Destination Strategy for Geographic Routing in Wireless Sensor Networks. ICCSA Workshops Ngoc Duy Nguyen, Dang Tu Nguyen, Marc-Aurelien Le Gall, Navrati Saxena, Hyunseung Choo