Dat Tran

ORCID

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 33

Top Venues

Publications

Binh Nguyen, Wanli Ma, Dat Tran
Biometric recognition system performance measures for lossy compression on EEG signals. Log. J. IGPL 29 (6) (2021)
Jiaxiang Mao, Dat Tran, Wanli Ma, Nenad Naumovski, Jane Kellett, Elisa Martínez Marroquín, Andrew Slattery
Application of Deep Learning in Automated Meal Recognition. SSCI (2020)
Binh Nguyen, Wanli Ma, Dat Tran, Younjin Chung
Wavelet-based denoising for EEG-based pattern recognition systems. SSCI (2020)
Yue Qu, Dat Tran, Elisa Martínez Marroquín
Biogeographical Ancestry Inference from Genotype: A Comparison of Ancestral Informative SNPs and Genome-wide SNPs. SSCI (2020)
Dang Nguyen, Dat Tran, Dharmendra Sharma
A Study on the Impact of Alcoholism on EEG-based Cryptographic Key Generation Systems. SSCI (2020)
Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen
EEG-Based Person Authentication with Variational Universal Background Model. NSS (2019)
Nga Tran, Dat Tran, Shuangzhe Liu, Linh Trinh, Tien Pham
Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication. CISIS-ICEUTE (2019)
Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen
vUBM: A Variational Universal Background Model for EEG-Based Person Authentication. ICONIP (4) (2019)
Yun Zhao, Girija Chetty, Dat Tran
Deep Learning with XGBoost for Real Estate Appraisal. SSCI (2019)
Nga Tran, Dat Tran, Shuangzhe Liu, Wanli Ma, Tien Pham
EEG-based Person Authentication System in Different Brain States. NER (2019)
Binh Nguyen, Wanli Ma, Dat Tran
Investigating the effects of lossy compression on age, gender and alcoholic information in EEG signals. KES (2019)
Dang Nguyen, Dat Tran, Wanli Ma
A Study on Combining EEG Signals and Crytography for Bitcoin Security. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Yue Qu, Dat Tran, Wanli Ma
Deep Learning Approach to Biogeographical Ancestry Inference. KES (2019)
Nga Tran, Dat Tran, Shuangzhe Liu, Tien Pham
On the Stability of a Pass-Thought Security System in Different Brain States. ICONIP (1) (2019)
Binh Nguyen, Wanli Ma, Dat Tran
A Study of Combined Lossy Compression and Person Identification on EEG Signals. SOCO-CISIS-ICEUTE (2018)
Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma
On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems. KES (2018)
Binh Nguyen, Wanli Ma, Dat Tran
A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals. KES (2018)
Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma
Emotional Influences on Cryptographic Key Generation Systems using EEG signals. KES (2018)
Binh Nguyen, Wanli Ma, Dat Tran
Impact of lossy data compression techniques on EEG-based pattern recognition systems. ICPR (2018)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
Decision tree algorithms for image data type identification. Log. J. IGPL 25 (1) (2017)
Trung Duy Pham, Dat Tran, Wanli Ma
Ownership protection of outsourced biomedical time series data based on optimal watermarking scheme in data mining. Australas. J. Inf. Syst. 21 (2017)
Dang Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
Random Number Generators Basedon EEG Non-linear and ChaoticCharacteristics. J. Cyber Secur. Mobil. 6 (3) (2017)
Binh Nguyen, Dang Nguyen, Wanli Ma, Dat Tran
Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compression. IJCNN (2017)
Trung Duy Pham, Dat Tran, Wanli Ma
An intelligent learning-based watermarking scheme for outsourced biomedical time series data. IJCNN (2017)
Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma
Investigating The Impact Of Epilepsy On EEG-based Cryptographic Key Generation Systems. KES (2017)
Binh Nguyen, Dang Nguyen, Wanli Ma, Dat Tran
Investigating the possibility of applying EEG lossy compression to EEG-based user authentication. IJCNN (2017)
Dang Nguyen, Dat Tran, Wanli Ma, Khoa Nguyen
EEG-Based Random Number Generators. NSS (2017)
Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma
On The Study of EEG-based Cryptographic Key Generation. KES (2017)
Trung Duy Pham, Dat Tran, Wanli Ma
Experimental Study on the Effects of Watermarking Techniques on EEG-Based Application System Performance. ICONIP (6) (2017)
Trung Duy Pham, Dat Tran, Wanli Ma
A proposed pattern recognition framework for EEG-based smart blind watermarking system. ICPR (2016)
Anh Le, Trung Le, Khanh Nguyen, Van Nguyen, Thai Hoang Le, Dat Tran
Fast Kernel-based method for anomaly detection. IJCNN (2016)
Tung Pham, Trung Le, Thai Hoang Le, Dat Tran
Fast Support Vector Clustering. ESANN (2016)
Tuan Nguyen, Phuong Duong, Trung Le, Anh Le, Viet Ngo, Dat Tran, Wanli Ma
Fuzzy Kernel Stochastic Gradient Descent machines. IJCNN (2016)
Trung Duy Pham, Dat Tran, Wanli Ma
A Proposed Blind DWT-SVD Watermarking Scheme for EEG Data. ICONIP (4) (2015)
Dinh Q. Phung, Dat Tran, Wanli Ma, Tien Pham
Conditional Entropy Approach to Multichannel EEG-Based Person Identification. CISIS-ICEUTE (2015)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
A New Approach to Compressed File Fragment Identification. CISIS-ICEUTE (2015)
Khanh Nguyen, Trung Le, Vinh Lai, Duy Nguyen, Dat Tran, Wanli Ma
Least square Support Vector Machine for large-scale dataset. IJCNN (2015)
Phuong Duong, Van Nguyen, Mi Dinh, Trung Le, Dat Tran, Wanli Ma
Graph-based semi-supervised Support Vector Data Description for novelty detection. IJCNN (2015)
Tan Vo, Dat Tran, Wanli Ma
Tensor decomposition and application in image classification with histogram of oriented gradients. Neurocomputing 165 (2015)
Tien Pham, Wanli Ma, Dat Tran, Duc Su Tran, Dinh Q. Phung
A study on the stability of EEG signals for user authentication. NER (2015)
Trung Duy Pham, Dat Tran, Wanli Ma, Nga Thuy Tran
Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing. ICONIP (4) (2015)
Dinh Q. Phung, Dat Tran, Wanli Ma, Tien Pham
Investigating the Impacts of Brain Conditions on EEG-Based Person Identification. CISIS-ICEUTE (2015)
Phuoc Nguyen, Dat Tran
Repulsive-SVDD Classification. PAKDD (1) (2015)
Salahiddin Altahat, Girija Chetty, Dat Tran, Wanli Ma
Analysing the Robust EEG Channel Set for Person Authentication. ICONIP (4) (2015)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
A New Approach to Executable File Fragment Detection in Network Forensics. NSS (2014)
Bac Le, Hung Nguyen, Dat Tran
A robust fingerprint watermark-based authentication scheme in H.264/AVC video. Vietnam. J. Comput. Sci. 1 (3) (2014)
Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma
Semantic Similarity Measure Using Relational and Latent Topic Features. Int. J. Comput. Linguistics Appl. 5 (1) (2014)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
A Proposed Approach to Compound File Fragment Identification. NSS (2014)
Wanli Ma, Dat Tran, Trung Le, Hong Lin, Shang-Ming Zhou
Using EEG artifacts for BCI applications. IJCNN (2014)
Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham
Using Shannon Entropy as EEG Signal Feature for Fast Person Identification. ESANN (2014)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
A Novel Sphere-Based Maximum Margin Classification Method. ICPR (2014)
Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong, Minh Nguyen
Robust Support Vector Machine. IJCNN (2014)
Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham
Investigating the impacts of epilepsy on EEG-based person identification systems. IJCNN (2014)
Tan Vo, Dat Tran, Wanli Ma
Tensor decomposition of dense SIFT descriptors in object recognition. ESANN (2014)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
Multi-factor EEG-based user authentication. IJCNN (2014)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
An approach to detect network attacks applied for network forensics. FSKD (2014)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
EEG-Based User Authentication Using Artifacts. SOCO-CISIS-ICEUTE (2014)
Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma
The impact of data fragment sizes on file type recognition. ICNC (2014)
Tuan Hoang, Dat Tran, Xu Huang, Wanli Ma
A general aggregate model for improving multi-class brain-computer interface systems' performance. IJCNN (2013)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
Motor Imagery EEG-Based Person Verification. IWANN (2) (2013)
Phuoc Nguyen, Dat Tran, Trung Le, Xu Huang, Wanli Ma
EEG-Based Person Verification Using Multi-Sphere SVDD and UBM. PAKDD (1) (2013)
Tan Vo, Dat Tran, Wanli Ma
Object recognition in a context-aware application. IJCNN (2013)
Trung Le, Dat Tran, Tien Tran, Khanh Nguyen, Wanli Ma
Fuzzy entropy semi-supervised support vector data description. IJCNN (2013)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
A Study on the Feasibility of Using EEG Signals for Authentication Purpose. ICONIP (2) (2013)
Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma
Parallel Support Vector Data Description. IWANN (1) (2013)
Phuoc Nguyen, Dat Tran, Tan Vo, Xu Huang, Wanli Ma, Dinh Q. Phung
EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features. ICONIP (2) (2013)
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
EEG-Based User Authentication in Multilevel Security Systems. ADMA (2) (2013)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Proximity multi-sphere support vector clustering. Neural Comput. Appl. 22 (7-8) (2013)
Trung Le, Dat Tran, Wanli Ma
Fuzzy Multi-Sphere Support Vector Data Description. PAKDD (2) (2013)
Tuan Hoang, Dat Tran, Xu Huang
Approximation-based Common Principal Component for feature extraction in multi-class Brain-Computer Interfaces. EMBC (2013)
Tan Vo, Dat Tran, Wanli Ma, Khoa Nguyen
Improved HOG Descriptors in Image Classification with CP Decomposition. ICONIP (3) (2013)
Xu Huang, Salahiddin Altahat, Dat Tran, Shutao Li
Human Identification with Electroencephalogram (EEG) for the Future Network Security. NSS (2013)
Trung Le, Dat Tran, Van Nguyen, Wanli Ma
Maximal margin learning vector quantisation. IJCNN (2013)
Xu Huang, Salahiddin Altahat, Dat Tran, Dharmendra Sharma
Human identification with electroencephalogram (EEG) signal processing. ISCIT (2012)
Trung Le, Dat Tran, Tuan Hoang, Dharmendra Sharma
Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface. ICONIP (3) (2012)
Salahiddin Altahat, Xu Huang, Dat Tran, Dharmendra Sharma
People Identification with RMS-Based Spatial Pattern of EEG Signal. ICA3PP (2) (2012)
Tan Vo, Tom Gedeon, Dat Tran
Modeling the Mental Differentiation Task with EEG. ICONIP (2) (2012)
Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
Fuzzy Multi-sphere Support Vector Data Description. FUZZ-IEEE (2012)
Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
Deterministic Annealing Multi-Sphere Support Vector Data Description. ICONIP (3) (2012)
Mohammad Ashraf, Girija Chetty, Dat Tran, Dharmendra Sharma
Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes. ICONIP (4) (2012)
Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
A unified model for support vector machine and support vector data description. IJCNN (2012)
Trung Duy Pham, Dat Tran
Emotion Recognition Using the Emotiv EPOC Device. ICONIP (5) (2012)
Mohammad A. Rahman, Wanli Ma, Dat Tran, John Campbell
A Comprehensive Survey of the Feature Extraction Methods in the EEG Research. ICA3PP (2) (2012)
Tuan Hoang, Dat Tran, Khoa Truong, Trung Le, Xu Huang, Dharmendra Sharma, Toi Vo
Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems. ICONIP (2) (2012)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Classification of gender and face based on gradient faces. EUVIP (2011)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Multiple distribution data description learning method for novelty detection. IJCNN (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Relation Learning - A New Approach to Face Recognition. ACIVS (2011)
Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma
Grammatical Dependency-Based Relations for Term Weighting in Text Classification. PAKDD (1) (2011)
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Multi-Sphere Support Vector Clustering. ICONIP (2) (2011)
Quang Tung Thieu, Marie Luong, Jean-Marie Rocchisani, Emmanuel Viennet, Dat Tran
Novel Convex Active Contour Model Using Local and Global Information. DICTA (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Novel Metrics for Face Recognition Using Local Binary Patterns. KES (1) (2011)
Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
A Novel Parameter Refinement Approach to One Class Support Vector Machine. ICONIP (2) (2011)
Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
Multiple Distribution Data Description Learning Algorithm for Novelty Detection. PAKDD (2) (2011)
Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma
A New Term Ranking Method based on Relation Extraction and Graph Model for Text Classification. ACSC (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Face recognition based on Gabor features. EUVIP (2011)
Trung Le, Dat Tran, Tuan Hoang, Wanli Ma, Dharmendra Sharma
Generalised Support Vector Machine for Brain-Computer Interface. ICONIP (1) (2011)
Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma
Adaptable Term Weighting Framework for Text Classification. CICLing (2) (2011)
Wanli Ma, John Campbell, Dat Tran, Dale Kleeman
Password Entropy and Password Quality. NSS (2010)
Wanli Ma, Dat Tran, Dharmendra Sharma
A practical study on shape space and its occupancy in negative selection. IEEE Congress on Evolutionary Computation (2010)
Dat Tran, Wanli Ma, Dharmendra Sharma, Phuoc Nguyen
Fuzzy feature weighting techniques for vector quantisation. FUZZ-IEEE (2010)

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Publication Activity (10 Years)

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Dat Tran