Ngoc Duy Nguyen

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 29

Top Topics

Reinforcement Learning

Speech Emotion Recognition

Recurrent Neural Networks

Situation Awareness

Top Venues

Expert Syst. Appl.

Neural Comput. Appl.

Publications

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
Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds. Expert Syst. Appl. 213 (Part) (2023)
Ngoc Duy Nguyen, Thanh Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Thi Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
Towards designing a generic and comprehensive deep reinforcement learning framework. Appl. Intell. 53 (3) (2023)
Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, Thanh Nguyen, Hai Nguyen, Balachandran Manavalan, Chee Peng Lim, Sy Dzung Nguyen
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition. Expert Syst. Appl. 230 (2023)
Arun Kumar, Tanya Chauhan, Srinivasan Natesan, Nhat Truong Pham, Ngoc Duy Nguyen, Chee Peng Lim
Towards an efficient machine learning model for financial time series forecasting. Soft Comput. 27 (16) (2023)
Dev Priya Goel, Kushagra Mahajan, Ngoc Duy Nguyen, Srinivasan Natesan, Chee Peng Lim
Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network. Neural Comput. Appl. 35 (3) (2023)
Thanh Tin Nguyen, Nhat Truong Pham, Ngoc Duy Nguyen, Hai Nguyen, Long H. Nguyen, Yong-Guk Kim
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 (2022)
Thanh Tin Nguyen, Long H. Nguyen, Nhat Truong Pham, Liu Tai Nguyen, Van Huong Do, Hai Nguyen, Ngoc Duy Nguyen
vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM. CoRR (2022)
Huu Huong Xuan Nguyen, Tran Khanh Dang, Ngoc Duy Nguyen
A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students' Performance. FDSE (CCIS Volume) (2021)
Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen
Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds. CoRR (2021)
Ngoc Duy Nguyen, Thanh Thi Nguyen, Peter Vamplew, Richard Dazeley, Saeid Nahavandi
A Prioritized objective actor-critic method for deep reinforcement learning. Neural Comput. Appl. 33 (16) (2021)
Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti
Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. FDSE (2021)
Ngoc Duy Nguyen, Thanh Thi Nguyen, Saeid Nahavandi
A Visual Communication Map for Multi-Agent Deep Reinforcement Learning. CoRR (2020)
Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications. IEEE Trans. Cybern. 50 (9) (2020)
Ngoc Duy Nguyen, Thanh Thi Nguyen, Hai Nguyen, Saeid Nahavandi
Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework. CoRR (2020)
Thanh Thi Nguyen, Ngoc Duy Nguyen, Peter Vamplew, Saeid Nahavandi, Richard Dazeley, Chee Peng Lim
A multi-objective deep reinforcement learning framework. Eng. Appl. Artif. Intell. 96 (2020)
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi, Asim Bhatti, Glenn Guest
Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. SysCon (2019)
Thanh Nguyen, Chee Peng Lim, Ngoc Duy Nguyen, Lee Gordon-Brown, Saeid Nahavandi
A Review of Situation Awareness Assessment Approaches in Aviation Environments. IEEE Syst. J. 13 (3) (2019)
Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
Multi-Agent Deep Reinforcement Learning with Human Strategies. ICIT (2019)
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi, Asim Bhatti, Glenn Guest
Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. CoRR (2019)
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi
Multi-agent behavioral control system using deep reinforcement learning. Neurocomputing 359 (2019)
Thanh Thi Nguyen, Ngoc Duy Nguyen, Fernando Bello, Saeid Nahavandi
A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. CoRR (2019)
Thanh Nguyen, Ngoc Duy Nguyen, Fernando Bello, Saeid Nahavandi
A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. ICIT (2019)
Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
Multi-Agent Deep Reinforcement Learning with Human Strategies. CoRR (2018)
Thanh Nguyen, Chee Peng Lim, Ngoc Duy Nguyen, Lee Gordon-Brown, Saeid Nahavandi
A Review of Situation Awareness Assessment Approaches in Aviation Environments. CoRR (2018)
Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Thi Nguyen
A Human Mixed Strategy Approach to Deep Reinforcement Learning. CoRR (2018)
Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi, Syed Moshfeq Salaken, Amin Khatami
A Soft Computing Fusion for River Flow Time Series Forecasting. FUZZ-IEEE (2018)
Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications. CoRR (2018)
Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Nguyen
A Human Mixed Strategy Approach to Deep Reinforcement Learning. SMC (2018)
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi
System Design Perspective for Human-Level Agents Using Deep Reinforcement Learning: A Survey. IEEE Access 5 (2017)
Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Minh Thiep Ha, Trong Duc Le, Hyunseung Choo
Energy-efficient Models for Coverage Problem in Sensor Networks with Adjustable Ranges. Ad Hoc Sens. Wirel. Networks 16 (1-3) (2012)
Manh Thuong Quan Dao, Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
Employing Energy-Efficient Patterns for Coverage Problem to Extend the Network Lifetime. ICCSA (4) (2011)
Ngoc Duy Nguyen, Vyacheslav V. Zalyubovskiy, Minh Thiep Ha, Hyunseung Choo
Energy-Efficient Models for Coverage Problem Using Sensors with Adjustable Sensing Ranges. WCNC (2010)
Ngoc Duy Nguyen, Dang Tu Nguyen, Marc-Aurelien Le Gall, Navrati Saxena, Hyunseung Choo
Greedy Forwarding with Virtual Destination Strategy for Geographic Routing in Wireless Sensor Networks. ICCSA Workshops (2010)