Ngoc Duy Nguyen

Orcid: 0000-0002-4052-5819

According to our database1, Ngoc Duy Nguyen authored at least 28 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition.
Expert Syst. Appl., November, 2023

Towards an efficient machine learning model for financial time series forecasting.
Soft Comput., August, 2023

Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network.
Neural Comput. Appl., 2023

Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds.
Expert Syst. Appl., 2023

Towards designing a generic and comprehensive deep reinforcement learning framework.
Appl. Intell., 2023

2022
vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM.
CoRR, 2022

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).
Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech Detection (DE-FACTIFY 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI 2022), 2022

2021
A Prioritized objective actor-critic method for deep reinforcement learning.
Neural Comput. Appl., 2021

Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds.
CoRR, 2021

A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students' Performance.
Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2021

Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms.
Proceedings of the Future Data and Security Engineering - 8th International Conference, 2021

2020
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications.
IEEE Trans. Cybern., 2020

A multi-objective deep reinforcement learning framework.
Eng. Appl. Artif. Intell., 2020

Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework.
CoRR, 2020

A Visual Communication Map for Multi-Agent Deep Reinforcement Learning.
CoRR, 2020

2019
A Review of Situation Awareness Assessment Approaches in Aviation Environments.
IEEE Syst. J., 2019

Multi-agent behavioral control system using deep reinforcement learning.
Neurocomputing, 2019

Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery.
Proceedings of the 2019 IEEE International Systems Conference, 2019

Multi-Agent Deep Reinforcement Learning with Human Strategies.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

2018
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications.
CoRR, 2018

A Human Mixed Strategy Approach to Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Soft Computing Fusion for River Flow Time Series Forecasting.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
System Design Perspective for Human-Level Agents Using Deep Reinforcement Learning: A Survey.
IEEE Access, 2017

2012
Energy-efficient Models for Coverage Problem in Sensor Networks with Adjustable Ranges.
Ad Hoc Sens. Wirel. Networks, 2012

2011
Employing Energy-Efficient Patterns for Coverage Problem to Extend the Network Lifetime.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2010
Energy-Efficient Models for Coverage Problem Using Sensors with Adjustable Sensing Ranges.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Greedy Forwarding with Virtual Destination Strategy for Geographic Routing in Wireless Sensor Networks.
Proceedings of the Prodeedings of the 2010 International Conference on Computational Science and Its Applications, 2010


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