Thanh Nguyen

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 30

Top Topics

Autonomous Robotic

Cancer Classification

Top Venues

Expert Syst. Appl.

Publications

Dung Nguyen, Duc Thanh Nguyen, Sridha Sridharan, Simon Denman, Thanh Nguyen, David Dean, Clinton Fookes
Meta-transfer learning for emotion recognition. Neural Comput. Appl. 35 (14) (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)
Thien Huynh-The, Quoc-Viet Pham, Toan-Van Nguyen, Thanh Nguyen, Daniel Benevides da Costa, Dong-Seong Kim
RanNet: Learning Residual-Attention Structure in CNNs for Automatic Modulation Classification. IEEE Wirel. Commun. Lett. 11 (6) (2022)
Thanh Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223 (2022)
Sahar Araghi, Thanh Nguyen
A Hybrid Supervised Approach to Human Population Identification Using Genomics Data. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (2) (2021)
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)
Amin Khatami, Parham M. Kebria, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Asef Nazari, Marjan Shamszadeh, Thanh Nguyen, Saeid Nahavandi
A GA-Based Pruning Fully Connected Network for Tuned Connections in Deep Networks. SMC (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)
Syed Moshfeq Salaken, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
Seeded transfer learning for regression problems with deep learning. Expert Syst. Appl. 115 (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)
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 Nguyen, Imali Hettiarachchi, Amin Khatami, Lee Gordon-Brown, Chee Peng Lim, Saeid Nahavandi
Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System. IEEE Access 6 (2018)
Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Nguyen
A Human Mixed Strategy Approach to Deep Reinforcement Learning. SMC (2018)
Syed Moshfeq Salaken, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
Semi-Supervised Transfer Learning with Genetic Algorithm Tuned Transformation and Novel Label Transfer Mechanism. SMC (2018)
Amin Khatami, Morteza Babaie, Hamid R. Tizhoosh, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval. Expert Syst. Appl. 100 (2018)
Syed Moshfeq Salaken, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
Output uncertainty score for decision making processes using interval type-2 fuzzy systems. Eng. Appl. Artif. Intell. 65 (2017)
Amin Khatami, Abbas Khosravi, Thanh Nguyen, Chee Peng Lim, Saeid Nahavandi
Medical image analysis using wavelet transform and deep belief networks. Expert Syst. Appl. 86 (2017)
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi
System Design Perspective for Human-Level Agents Using Deep Reinforcement Learning: A Survey. IEEE Access 5 (2017)
Thanh Nguyen, Imali Hettiarachchi, Abbas Khosravi, Syed Moshfeq Salaken, Asim Bhatti, Saeid Nahavandi
Multiclass EEG data classification using fuzzy systems. FUZZ-IEEE (2017)
Syed Moshfeq Salaken, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
Extreme learning machine based transfer learning algorithms: A survey. Neurocomputing 267 (2017)
Thanh Nguyen
Portfolio selection under higher moments using fuzzy multi-objective linear programming. J. Intell. Fuzzy Syst. 30 (4) (2016)
Thanh Nguyen, Saeid Nahavandi
Modified AHP for Gene Selection and Cancer Classification Using Type-2 Fuzzy Logic. IEEE Trans. Fuzzy Syst. 24 (2) (2016)
Thanh Nguyen, Saeid Nahavandi
Modelling RNA-seq read counts by grey relational analysis. SMC (2016)
Thanh Nguyen, Saeid Nahavandi, Douglas C. Creighton, Abbas Khosravi
RNA-seq data analysis using nonparametric Gaussian process models. IJCNN (2016)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Medical data classification using interval type-2 fuzzy logic system and wavelets. Appl. Soft Comput. 30 (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
A novel aggregate gene selection method for microarray data classification. Pattern Recognit. Lett. (2015)
Thanh Nguyen, Lee Gordon-Brown, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Fuzzy Portfolio Allocation Models Through a New Risk Measure and Fuzzy Sharpe Ratio. IEEE Trans. Fuzzy Syst. 23 (3) (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Classification of healthcare data using genetic fuzzy logic system and wavelets. Expert Syst. Appl. 42 (4) (2015)
Rakesh Veerabhadrappa, Asim Bhatti, Chee Peng Lim, Thanh Nguyen, Susannah J. Tye, Paul Monaghan, Saeid Nahavandi
Statistical Modelling of Artificial Neural Network for Sorting Temporally Synchronous Spikes. ICONIP (3) (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Fuzzy system with tabu search learning for classification of motor imagery data. Biomed. Signal Process. Control. 20 (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
EEG signal classification for BCI applications by wavelets and interval type-2 fuzzy logic systems. Expert Syst. Appl. 42 (9) (2015)
Imali T. Hettiarachchi, Thanh Nguyen, Saeid Nahavandi
Multivariate Adaptive Autoregressive Modeling and Kalman Filtering for Motor Imagery BCI. SMC (2015)
Thanh Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton
Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system. FUZZ-IEEE (2015)
Thanh Nguyen, Asim Bhatti, Abbas Khosravi, Sherif Haggag, Douglas C. Creighton, Saeid Nahavandi
Automatic spike sorting by unsupervised clustering with diffusion maps and silhouettes. Neurocomputing 153 (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Hidden Markov models for cancer classification using gene expression profiles. Inf. Sci. 316 (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
EEG data classification using wavelet features selected by Wilcoxon statistics. Neural Comput. Appl. 26 (5) (2015)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Structural classification of proteins through amino acid sequence using interval type-2 fuzzy logic system. FUZZ-IEEE (2014)
Thanh Nguyen, Abbas Khosravi, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
Neural signal analysis by landmark-based spectral clustering with estimated number of clusters. IJCNN (2014)
Thanh Nguyen
From ranking fuzzy numbers to solving fuzzy linear programming: a comprehensive review. Int. J. Comput. Sci. Math. 5 (3) (2014)
Thanh Nguyen, Abbas Khosravi, Imali Hettiarachchi, Douglas C. Creighton, Saeid Nahavandi
Classification of neural action potentials using mean shift clustering. SMC (2014)
Thanh Nguyen, Vincent Lee, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Solving fuzzy programming with a consistent fuzzy number ranking. SMC (2014)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Medical diagnosis by fuzzy standard additive model with wavelets. FUZZ-IEEE (2014)
Thanh Nguyen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
Neural network and interval type-2 fuzzy system for stock price forecasting. FUZZ-IEEE (2013)
Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi
Epidemiological dynamics modeling by fusion of soft computing techniques. IJCNN (2013)
Thanh Nguyen, Lee Gordon-Brown
Constrained Fuzzy Hierarchical Analysis for Portfolio Selection Under Higher Moments. IEEE Trans. Fuzzy Syst. 20 (4) (2012)
Do-Thanh Sang, Thanh Nguyen, Dong-Min Woo, Dong-Chul Park
Standard Additive Fuzzy System for Stock Price Forecasting. ACIIDS (2) (2010)
Thanh Nguyen, Lee Gordon-Brown, Jim Peterson
The Optimal Rule Structure for Fuzzy Systems in Function Approximation by Hybrid Approach in Learning Process. CIMCA/IAWTIC/ISE (2008)
Thanh Nguyen, Jim Peterson
Enhancing the Performance of the Fuzzy System Approach to Prediction. FSKD (1) (2008)