2024
A Proposed Weighted Multi-Label Classification Approach for Ancestral Population Identification in Admixed Individuals.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024
2021
Biometric recognition system performance measures for lossy compression on EEG signals.
Log. J. IGPL, 2021
2020
Biogeographical Ancestry Inference from Genotype: A Comparison of Ancestral Informative SNPs and Genome-wide SNPs.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
A Study on the Impact of Alcoholism on EEG-based Cryptographic Key Generation Systems.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Wavelet-based denoising for EEG-based pattern recognition systems.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Application of Deep Learning in Automated Meal Recognition.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
2019
A Study on Combining EEG Signals and Crytography for Bitcoin Security.
Aust. J. Intell. Inf. Process. Syst., 2019
Deep Learning with XGBoost for Real Estate Appraisal.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
EEG-Based Person Authentication with Variational Universal Background Model.
Proceedings of the Network and System Security - 13th International Conference, 2019
EEG-based Person Authentication System in Different Brain States.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Deep Learning Approach to Biogeographical Ancestry Inference.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Investigating the effects of lossy compression on age, gender and alcoholic information in EEG signals.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
vUBM: A Variational Universal Background Model for EEG-Based Person Authentication.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
On the Stability of a Pass-Thought Security System in Different Brain States.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019
2018
A Study of Combined Lossy Compression and Person Identification on EEG Signals.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018
On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Emotional Influences on Cryptographic Key Generation Systems using EEG signals.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Impact of lossy data compression techniques on EEG-based pattern recognition systems.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Random Number Generators Basedon EEG Non-linear and ChaoticCharacteristics.
J. Cyber Secur. Mobil., 2017
Decision tree algorithms for image data type identification.
Log. J. IGPL, 2017
Ownership protection of outsourced biomedical time series data based on optimal watermarking scheme in data mining.
Australas. J. Inf. Syst., 2017
EEG-Based Random Number Generators.
Proceedings of the Network and System Security - 11th International Conference, 2017
On The Study of EEG-based Cryptographic Key Generation.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Investigating The Impact Of Epilepsy On EEG-based Cryptographic Key Generation Systems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
An intelligent learning-based watermarking scheme for outsourced biomedical time series data.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compression.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Investigating the possibility of applying EEG lossy compression to EEG-based user authentication.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Experimental Study on the Effects of Watermarking Techniques on EEG-Based Application System Performance.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
2016
Fuzzy Kernel Stochastic Gradient Descent machines.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Fast Kernel-based method for anomaly detection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A proposed pattern recognition framework for EEG-based smart blind watermarking system.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Fast Support Vector Clustering.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Tensor decomposition and application in image classification with histogram of oriented gradients.
Neurocomputing, 2015
Repulsive-SVDD Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
A study on the stability of EEG signals for user authentication.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Least square Support Vector Machine for large-scale dataset.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Graph-based semi-supervised Support Vector Data Description for novelty detection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
A Proposed Blind DWT-SVD Watermarking Scheme for EEG Data.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Analysing the Robust EEG Channel Set for Person Authentication.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Conditional Entropy Approach to Multichannel EEG-Based Person Identification.
Proceedings of the International Joint Conference, 2015
Investigating the Impacts of Brain Conditions on EEG-Based Person Identification.
Proceedings of the International Joint Conference, 2015
A New Approach to Compressed File Fragment Identification.
Proceedings of the International Joint Conference, 2015
2014
A robust fingerprint watermark-based authentication scheme in H.264/AVC video.
Vietnam. J. Comput. Sci., 2014
Semantic Similarity Measure Using Relational and Latent Topic Features.
Int. J. Comput. Linguistics Appl., 2014
EEG-Based User Authentication Using Artifacts.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
A New Approach to Executable File Fragment Detection in Network Forensics.
Proceedings of the Network and System Security - 8th International Conference, 2014
A Proposed Approach to Compound File Fragment Identification.
Proceedings of the Network and System Security - 8th International Conference, 2014
Investigating the impacts of epilepsy on EEG-based person identification systems.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Multi-factor EEG-based user authentication.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Using EEG artifacts for BCI applications.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Robust Support Vector Machine.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
A Novel Sphere-Based Maximum Margin Classification Method.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
The impact of data fragment sizes on file type recognition.
Proceedings of the 10th International Conference on Natural Computation, 2014
An approach to detect network attacks applied for network forensics.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014
Tensor decomposition of dense SIFT descriptors in object recognition.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Using Shannon Entropy as EEG Signal Feature for Fast Person Identification.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
2013
Proximity multi-sphere support vector clustering.
Neural Comput. Appl., 2013
EEG-Based Person Verification Using Multi-Sphere SVDD and UBM.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Fuzzy Multi-Sphere Support Vector Data Description.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Human Identification with Electroencephalogram (EEG) for the Future Network Security.
Proceedings of the Network and System Security - 7th International Conference, 2013
Motor Imagery EEG-Based Person Verification.
Proceedings of the Advances in Computational Intelligence, 2013
Parallel Support Vector Data Description.
Proceedings of the Advances in Computational Intelligence, 2013
Object recognition in a context-aware application.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Fuzzy entropy semi-supervised support vector data description.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Maximal margin learning vector quantisation.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
A general aggregate model for improving multi-class brain-computer interface systems' performance.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Improved HOG Descriptors in Image Classification with CP Decomposition.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
A Study on the Feasibility of Using EEG Signals for Authentication Purpose.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Approximation-based Common Principal Component for feature extraction in multi-class Brain-Computer Interfaces.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
EEG-Based User Authentication in Multilevel Security Systems.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013
2012
Human identification with electroencephalogram (EEG) signal processing.
Proceedings of the International Symposium on Communications and Information Technologies, 2012
A unified model for support vector machine and support vector data description.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Modeling the Mental Differentiation Task with EEG.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Emotion Recognition Using the Emotiv EPOC Device.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Deterministic Annealing Multi-Sphere Support Vector Data Description.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
A Comprehensive Survey of the Feature Extraction Methods in the EEG Research.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012
People Identification with RMS-Based Spatial Pattern of EEG Signal.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012
Fuzzy Multi-sphere Support Vector Data Description.
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Multiple Distribution Data Description Learning Algorithm for Novelty Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Grammatical Dependency-Based Relations for Term Weighting in Text Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Novel Metrics for Face Recognition Using Local Binary Patterns.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011
Multiple distribution data description learning method for novelty detection.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Multi-Sphere Support Vector Clustering.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
A Novel Parameter Refinement Approach to One Class Support Vector Machine.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Generalised Support Vector Machine for Brain-Computer Interface.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Classification of gender and face based on gradient faces.
Proceedings of the European Workshop on Visual Information Processing, 2011
Face recognition based on Gabor features.
Proceedings of the European Workshop on Visual Information Processing, 2011
Novel Convex Active Contour Model Using Local and Global Information.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Adaptable Term Weighting Framework for Text Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011
A New Term Ranking Method based on Relation Extraction and Graph Model for Text Classification.
Proceedings of the Thirty-Fourth Australasian Computer Science Conference, 2011
Relation Learning - A New Approach to Face Recognition.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011
2010
Terrorism Event Classification Using Fuzzy Inference Systems
CoRR, 2010
Enhancing Performance of SVM-Based Brain-Computer Interface Systems.
Aust. J. Intell. Inf. Process. Syst., 2010
Australian Accent-Based Speaker Classification.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010
Construction of Fuzzy Ontology-Based Terrorism Event Extraction.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010
Automatic Speech-Based Classification of Gender, Age and Accent.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010
Password Entropy and Password Quality.
Proceedings of the Fourth International Conference on Network and System Security, 2010
Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine.
Proceedings of the Fourth International Conference on Network and System Security, 2010
Fuzzy support vector machines for age and gender classification.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
An optimal sphere and two large margins approach for novelty detection.
Proceedings of the International Joint Conference on Neural Networks, 2010
A Theoretical Framework for Multi-sphere Support Vector Data Description.
Proceedings of the Neural Information Processing. Models and Applications, 2010
Fuzzy feature weighting techniques for vector quantisation.
Proceedings of the FUZZ-IEEE 2010, 2010
A new support vector machine method for medical image classification.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010
A practical study on shape space and its occupancy in negative selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Fuzzy Subspace Hidden Markov Models for Pattern Recognition.
Proceedings of the 2009 IEEE International Conference on Computing and Communication Technologies, 2009
A Multi-agent Security Architecture.
Proceedings of the Third International Conference on Network and System Security, 2009
2008
Automated network feature weighting-based intrusion detection systems.
Proceedings of the 3rd IEEE International Conference on System of Systems Engineering, 2008
Automated network feature weighting-based anomaly detection.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008
A study on the feature selection of network traffic for intrusion detection purpose.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008
Remote multimodal biometric authentication using bit priority-based fragile watermarking.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Subspace Vector Quantization and Markov Modeling for Cell Phase Classification.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Negative Selection with Antigen Feedback in Intrusion Detection.
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
2007
Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy.
Int. J. Knowl. Based Intell. Eng. Syst., 2007
Handwriting Recognition Applications for Tablet PCs.
J. Adv. Comput. Intell. Intell. Informatics, 2007
Fuzzy Observable Markov Models for Pattern Recognition.
J. Adv. Comput. Intell. Intell. Informatics, 2007
A Multi-agent Security Framework for e-Health Services.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Using Tuple Space to Coordinate Multiagent Activities.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Adaptive Binary Splitting for a RFID Tag Collision Arbitration Via Multi-agent Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Fuzzy Normalisation Methods for Typist Verification.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007
On Extendable Software Architecture for Spam Email Filtering.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007
Password Less System Security Using Multimodal Biometric Fusion.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
Possibility Theory-Based Approach to Spam Email Detection.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Fuzzy Vector Quantization for Network Intrusion Detection.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
2006
Integrated Algorithms for Image Analysis and Classification of Nuclear Division for High-Content Cell-Cycle Screening.
Int. J. Comput. Intell. Appl., 2006
Gaussian mixture and Markov models for cell-phase classification in microscopic imaging.
Proceedings of the 1st IEEE/SMC International Conference on System of Systems Engineering, 2006
Relaxation Labeling for Cell Phase Identification.
Proceedings of the IEEE International Conference on Systems, 2006
A Novel Approach to Programming: Agent Based Software Engineering.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Image Classification by Fusion for High-Content Cell-Cycle Screening.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Using Windows Printer Drivers for Solaris Applications - An Application of Multiagent System.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Detecting Image Based Spam Email.
Proceedings of the Advances in Hybrid Information Technology, 2006
2005
On an IT Security Framework.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Smart Clients and Small Business Model.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Testing Voice Mimicry with the YOHO Speaker Verification Corpus.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
2004
New Background Speaker Models and Experiments on the ANDOSL Speech Corpus.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Dynamic Scheduling Using Multiagent Architecture.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Fuzzy Normalisation Methods for Pattern Verification.
Proceedings of the Biometric Authentication, First International Conference, 2004
2003
VQ-based written language identification.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
A Proposed Possibilistic Approach to Pattern Verification.
Proceedings of the International Conference on Artificial Intelligence, 2003
2002
A Fuzzy Approach to Speaker Verification.
Int. J. Pattern Recognit. Artif. Intell., 2002
Generalised Fuzzy Hidden Markov Models for Speech Recognition.
Proceedings of the Advances in Soft Computing, 2002
Noise Clustering-Based Speaker Verification.
Proceedings of the Advances in Soft Computing, 2002
Fuzzy C-Means Clustering-Based Speaker Verification.
Proceedings of the Advances in Soft Computing, 2002
2001
A generalised normalisation method for speaker verification.
Proceedings of the 2001: A Speaker Odyssey, 2001
A Proposed Fuzzy Pattern Verification System.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
Fuzzy normalisation methods for speaker verification.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Fuzzy entropy hidden Markov models for speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
A proposed likelihood transformation for speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2000
Fuzzy entropy clustering.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
State mixture modelling applied to speech recognition.
Pattern Recognit. Lett., 1999
A robust clustering approach to fuzzy Gaussian mixture models for speaker identification.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999
Hidden Markov models using fuzzy estimation.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Fuzzy evolutionary programming for hidden Markov modelling in speaker identification.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
A proposed decision rule for speaker recognition based on fuzzy c-means clustering.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Fuzzy Gaussian mixture models for speaker recognition.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998