| 2025 | KES | Enhancing Hospital Meal Safety: Integrating Adaptive Priority Dual Loss and False Negative Weighting in CNNs for Allergenic Food Recognition. | Jiaxiang Mao, Wanli Ma, Dat Tran, Nenad Naumovski, Jane Kellett, Elisa Martnez Marroquin, Andrew Slattery, Yibeltal Alem |
| 2024 | KES | A Proposed Weighted Multi-Label Classification Approach for Ancestral Population Identification in Admixed Individuals. | Yue Qu, Dat Tran |
| 2019 | ICONIP | On the Stability of a Pass-Thought Security System in Different Brain States. | Nga Tran, Dat Tran, Shuangzhe Liu, Tien Pham |
| 2019 | ICONIP | vUBM: A Variational Universal Background Model for EEG-Based Person Authentication. | Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen |
| 2019 | KES | Investigating the effects of lossy compression on age, gender and alcoholic information in EEG signals. | Binh Nguyen, Wanli Ma, Dat Tran |
| 2019 | KES | Deep Learning Approach to Biogeographical Ancestry Inference. | Yue Qu, Dat Tran, Wanli Ma |
| 2019 | NSS | EEG-Based Person Authentication with Variational Universal Background Model. | Huyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen |
| 2018 | ICPR | Impact of lossy data compression techniques on EEG-based pattern recognition systems. | Binh Nguyen, Wanli Ma, Dat Tran |
| 2018 | KES | A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals. | Binh Nguyen, Wanli Ma, Dat Tran |
| 2018 | KES | Emotional Influences on Cryptographic Key Generation Systems using EEG signals. | Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma |
| 2018 | KES | On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems. | Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma |
| 2017 | ICONIP | Experimental Study on the Effects of Watermarking Techniques on EEG-Based Application System Performance. | Trung Duy Pham, Dat Tran, Wanli Ma |
| 2017 | IJCNN | Investigating the possibility of applying EEG lossy compression to EEG-based user authentication. | Binh Nguyen, Dang Nguyen, Wanli Ma, Dat Tran |
| 2017 | IJCNN | Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compression. | Binh Nguyen, Dang Nguyen, Wanli Ma, Dat Tran |
| 2017 | IJCNN | An intelligent learning-based watermarking scheme for outsourced biomedical time series data. | Trung Duy Pham, Dat Tran, Wanli Ma |
| 2017 | KES | Investigating The Impact Of Epilepsy On EEG-based Cryptographic Key Generation Systems. | Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma |
| 2017 | KES | On The Study of EEG-based Cryptographic Key Generation. | Dang Nguyen, Dat Tran, Dharmendra Sharma, Wanli Ma |
| 2017 | NSS | EEG-Based Random Number Generators. | Dang Nguyen, Dat Tran, Wanli Ma, Khoa Nguyen |
| 2016 | ESANN | Fast Support Vector Clustering. | Tung Pham, Trung Le, Thai Hoang Le, Dat Tran |
| 2016 | ICPR | A proposed pattern recognition framework for EEG-based smart blind watermarking system. | Trung Duy Pham, Dat Tran, Wanli Ma |
| 2016 | IJCNN | Fast Kernel-based method for anomaly detection. | Anh Le, Trung Le, Khanh Nguyen, Van Nguyen, Thai Hoang Le, Dat Tran |
| 2016 | IJCNN | Fuzzy Kernel Stochastic Gradient Descent machines. | Tuan Nguyen, Phuong Duong, Trung Le, Anh Le, Viet Ngo, Dat Tran, Wanli Ma |
| 2016 | ITC | BIST-RM: BIST-assisted reliability management of SoCs using on-chip clock sweeping and machine learning. | Mehdi Sadi, Gustavo K. Contreras, Dat Tran, Jifeng Chen, LeRoy Winemberg, Mark Tehranipoor |
| 2016 | VTS | Test-point insertion efficiency analysis for LBIST applications. | Miao Tony He, Gustavo K. Contreras, Mark Tehranipoor, Dat Tran, LeRoy Winemberg |
| 2015 | ICONIP | Analysing the Robust EEG Channel Set for Person Authentication. | Salahiddin Altahat, Girija Chetty, Dat Tran, Wanli Ma |
| 2015 | ICONIP | A Proposed Blind DWT-SVD Watermarking Scheme for EEG Data. | Trung Duy Pham, Dat Tran, Wanli Ma |
| 2015 | ICONIP | Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing. | Trung Duy Pham, Dat Tran, Wanli Ma, Nga Thuy Tran |
| 2015 | IJCNN | Graph-based semi-supervised Support Vector Data Description for novelty detection. | Phuong Duong, Van Nguyen, Mi Dinh, Trung Le, Dat Tran, Wanli Ma |
| 2015 | IJCNN | Least square Support Vector Machine for large-scale dataset. | Khanh Nguyen, Trung Le, Vinh Lai, Duy Nguyen, Dat Tran, Wanli Ma |
| 2015 | PAKDD | Repulsive-SVDD Classification. | Phuoc Nguyen, Dat Tran |
| 2014 | BIBE | A VHDL Based Controller Design for Non-contact Temperature and Breathing Sensors Suitable for Crib. | Dat Tran, Kiet Duong, Ujjal K. Bhowmik |
| 2014 | ESANN | Using Shannon Entropy as EEG Signal Feature for Fast Person Identification. | Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham |
| 2014 | ESANN | Tensor decomposition of dense SIFT descriptors in object recognition. | Tan Vo, Dat Tran, Wanli Ma |
| 2014 | ICNC | The impact of data fragment sizes on file type recognition. | Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2014 | ICPR | A Novel Sphere-Based Maximum Margin Classification Method. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2014 | IJCNN | Robust Support Vector Machine. | Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong, Minh Nguyen |
| 2014 | IJCNN | Using EEG artifacts for BCI applications. | Wanli Ma, Dat Tran, Trung Le, Hong Lin, Shang-Ming Zhou |
| 2014 | IJCNN | Multi-factor EEG-based user authentication. | Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung |
| 2014 | IJCNN | Investigating the impacts of epilepsy on EEG-based person identification systems. | Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham |
| 2014 | NSS | A Proposed Approach to Compound File Fragment Identification. | Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2014 | NSS | A New Approach to Executable File Fragment Detection in Network Forensics. | Khoa Nguyen, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2013 | ADMA | EEG-Based User Authentication in Multilevel Security Systems. | Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung |
| 2013 | ICONIP | EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features. | Phuoc Nguyen, Dat Tran, Tan Vo, Xu Huang, Wanli Ma, Dinh Q. Phung |
| 2013 | ICONIP | A Study on the Feasibility of Using EEG Signals for Authentication Purpose. | Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung |
| 2013 | ICONIP | Improved HOG Descriptors in Image Classification with CP Decomposition. | Tan Vo, Dat Tran, Wanli Ma, Khoa Nguyen |
| 2013 | IJCNN | A general aggregate model for improving multi-class brain-computer interface systems' performance. | Tuan Hoang, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | IJCNN | Maximal margin learning vector quantisation. | Trung Le, Dat Tran, Van Nguyen, Wanli Ma |
| 2013 | IJCNN | Fuzzy entropy semi-supervised support vector data description. | Trung Le, Dat Tran, Tien Tran, Khanh Nguyen, Wanli Ma |
| 2013 | IJCNN | Object recognition in a context-aware application. | Tan Vo, Dat Tran, Wanli Ma |
| 2013 | IWANN | Parallel Support Vector Data Description. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | IWANN | Motor Imagery EEG-Based Person Verification. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | NSS | Human Identification with Electroencephalogram (EEG) for the Future Network Security. | Xu Huang, Salahiddin Altahat, Dat Tran, Shutao Li |
| 2013 | PAKDD | Fuzzy Multi-Sphere Support Vector Data Description. | Trung Le, Dat Tran, Wanli Ma |
| 2013 | PAKDD | EEG-Based Person Verification Using Multi-Sphere SVDD and UBM. | Phuoc Nguyen, Dat Tran, Trung Le, Xu Huang, Wanli Ma |
| 2012 | ICA3PP | People Identification with RMS-Based Spatial Pattern of EEG Signal. | Salahiddin Altahat, Xu Huang, Dat Tran, Dharmendra Sharma |
| 2012 | ICA3PP | A Comprehensive Survey of the Feature Extraction Methods in the EEG Research. | Mohammad A. Rahman, Wanli Ma, Dat Tran, John Campbell |
| 2012 | ICONIP | Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Nave Bayes. | Mohammad Ashraf, Girija Chetty, Dat Tran, Dharmendra Sharma |
| 2012 | ICONIP | Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems. | Tuan Hoang, Dat Tran, Khoa Truong, Trung Le, Xu Huang, Dharmendra Sharma, Toi Vo |
| 2012 | ICONIP | Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface. | Trung Le, Dat Tran, Tuan Hoang, Dharmendra Sharma |
| 2012 | ICONIP | Deterministic Annealing Multi-Sphere Support Vector Data Description. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2012 | ICONIP | Emotion Recognition Using the Emotiv EPOC Device. | Trung Duy Pham, Dat Tran |
| 2012 | ICONIP | Modeling the Mental Differentiation Task with EEG. | Tan Vo, Tom Gedeon, Dat Tran |
| 2012 | IJCNN | A unified model for support vector machine and support vector data description. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2012 | ITC | Radic: A standard-cell-based sensor for on-chip aging and flip-flop metastability measurements. | Xiaoxiao Wang, Dat Tran, Saji George, LeRoy Winemberg, Nisar Ahmed, Steve Palosh, Allan Dobin, Mohammad Tehranipoor |
| 2011 | ACIVS | Relation Learning - A New Approach to Face Recognition. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2011 | CICLING | Adaptable Term Weighting Framework for Text Classification. | Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2011 | DICTA | Novel Convex Active Contour Model Using Local and Global Information. | Quang Tung Thieu, Marie Luong, Jean-Marie Rocchisani, Emmanuel Viennet, Dat Tran |
| 2011 | ICONIP | Generalised Support Vector Machine for Brain-Computer Interface. | Trung Le, Dat Tran, Tuan Hoang, Wanli Ma, Dharmendra Sharma |
| 2011 | ICONIP | A Novel Parameter Refinement Approach to One Class Support Vector Machine. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2011 | ICONIP | Multi-Sphere Support Vector Clustering. | Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma |
| 2011 | IJCNN | Multiple distribution data description learning method for novelty detection. | Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma |
| 2011 | KES | Novel Metrics for Face Recognition Using Local Binary Patterns. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2011 | PAKDD | Grammatical Dependency-Based Relations for Term Weighting in Text Classification. | Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2011 | PAKDD | Multiple Distribution Data Description Learning Algorithm for Novelty Detection. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2010 | CEC | A practical study on shape space and its occupancy in negative selection. | Wanli Ma, Dat Tran, Dharmendra Sharma |
| 2010 | ICONIP | A Theoretical Framework for Multi-sphere Support Vector Data Description. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2010 | IJCNN | An optimal sphere and two large margins approach for novelty detection. | Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2010 | Interspeech | Fuzzy support vector machines for age and gender classification. | Phuoc Nguyen, Trung Le, Dat Tran, Xu Huang, Dharmendra Sharma |
| 2010 | ITC | Detecting and diagnosing open defects. | Dat Tran, LeRoy Winemberg, Darrell Carder, Xijiang Lin, Joe LeBritton, Bruce Swanson |
| 2010 | NSS | Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2010 | NSS | Password Entropy and Password Quality. | Wanli Ma, John Campbell, Dat Tran, Dale Kleeman |
| 2010 | PKAW | Automatic Speech-Based Classification of Gender, Age and Accent. | Phuoc Nguyen, Dat Tran, Xu Huang, Dharmendra Sharma |
| 2009 | NSS | A Multi-agent Security Architecture. | Rossilawati Sulaiman, Dharmendra Sharma, Wanli Ma, Dat Tran |
| 2008 | ICPR | Remote multimodal biometric authentication using bit priority-based fragile watermarking. | Tuan Hoang, Dat Tran, Dharmendra Sharma |
| 2008 | ISI | A study on the feature selection of network traffic for intrusion detection purpose. | Wanli Ma, Dat Tran, Dharmendra Sharma |
| 2008 | ISI | Automated network feature weighting-based anomaly detection. | Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2007 | GRC | Fuzzy Vector Quantization for Network Intrusion Detection. | Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen |
| 2007 | GRC | Possibility Theory-Based Approach to Spam Email Detection. | Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen |
| 2007 | KES | Adaptive Binary Splitting for a RFID Tag Collision Arbitration Via Multi-agent Systems. | Xu Huang, Dat Tran |
| 2007 | KES | Using Tuple Space to Coordinate Multiagent Activities. | Wanli Ma, Dat Tran, Dharmendra Sharma |
| 2007 | KES | A Multi-agent Security Framework for e-Health Services. | Rossilawati Sulaiman, Dharmendra Sharma, Wanli Ma, Dat Tran |
| 2006 | KES | Using Windows Printer Drivers for Solaris Applications - An Application of Multiagent System. | Wanli Ma, Dat Tran, Dharmendra Sharma, Abhishek Mathur |
| 2006 | KES | Image Classification by Fusion for High-Content Cell-Cycle Screening. | Tuan D. Pham, Dat Tran |
| 2006 | KES | A Novel Approach to Programming: Agent Based Software Engineering. | Dharmendra Sharma, Wanli Ma, Dat Tran, Mary Anderson |
| 2006 | SMC | Relaxation Labeling for Cell Phase Identification. | Dat Tran, Tuan D. Pham |
| 2005 | KES | Testing Voice Mimicry with the YOHO Speaker Verification Corpus. | Yee W. Lau, Dat Tran, Michael Wagner |
| 2005 | KES | Smart Clients and Small Business Model. | Phu-Nhan Nguyen, Dharmendra Sharma, Dat Tran |
| 2005 | KES | On an IT Security Framework. | Dharmendra Sharma, Wanli Ma, Dat Tran |
| 2004 | Interspeech | New background modeling for speaker verification. | Dat Tran |
| 2004 | KES | Dynamic Scheduling Using Multiagent Architecture. | Dharmendra Sharma, Dat Tran |
| 2004 | KES | New Background Speaker Models and Experiments on the ANDOSL Speech Corpus. | Dat Tran, Dharmendra Sharma |
| 2000 | ICASSP | A proposed likelihood transformation for speaker verification. | Dat Tran, Michael Wagner |
| 2000 | Interspeech | Fuzzy entropy hidden Markov models for speech recognition. | Dat Tran, Michael Wagner |
| 2000 | Interspeech | Fuzzy normalisation methods for speaker verification. | Dat Tran, Michael Wagner |
| 1999 | CEC | Fuzzy evolutionary programming for hidden Markov modelling in speaker identification. | Tu Van Le, Dat Tran, Michael Wagner |
| 1999 | Interspeech | Hidden Markov models using fuzzy estimation. | Dat Tran, Michael Wagner |
| 1999 | ITC | The testability features of the 3rd generation ColdFire family of microprocessors. | Alfred L. Crouch, Michael Mateja, Teresa L. McLaurin, John C. Potter, Dat Tran |
| 1999 | KES | A robust clustering approach to fuzzy Gaussian mixture models for speaker identification. | Dat Tran, Michael Wagner |
| 1998 | Interspeech | Fuzzy Gaussian mixture models for speaker recognition. | Dat Tran, Tu Van Le, Michael Wagner |
| 1998 | Interspeech | A proposed decision rule for speaker recognition based on fuzzy c-means clustering. | Dat Tran, Michael Wagner, Tu Van Le |