Girija Chetty

According to our database1, Girija Chetty authored at least 93 papers between 1995 and 2019.

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

Timeline

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PhD thesis 
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Bibliography

2019
Deep Learning with XGBoost for Real Estate Appraisal.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018
Deep Learning Based Biomedical NER Framework.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Clinical Name Entity Recognition Based on Recurrent Neural Networks.
Proceedings of the 18th International Conference on Computational Science and Applications, 2018

2017
PHIs (Protected Health Information) identification from free text clinical records based on machine learning.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Chronic disease risk monitoring based on an innovative predictive modelling framework.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A Multilevel NER Framework for Automatic Clinical Name Entity Recognition.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Investigation into Interoperability in Cloud Computing: An Architectural Model.
JCP, 2016

Automated visibility map of the internal colon surface from colonoscopy video.
Int. J. Comput. Assist. Radiol. Surg., 2016

2015
Anti-spoofing, Face.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Sensor Selection Scheme in Temperature Wireless Sensor Network.
CoRR, 2015

Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015

Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees.
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

Illumination Invariant Efficient Face Recognition Using a Single Training Image.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
RANSAC Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems.
Aust. J. Intell. Inf. Process. Syst., 2014

A Novel Multimodal Data Analytic Scheme for Human Activity Recognition.
Proceedings of the Service Science and Knowledge Innovation, 2014

An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Optimized Pruned Annular Extreme Learning Machines.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

2013
Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Gait recognition based on gait pal and pal entropy image.
Proceedings of the IEEE International Conference on Image Processing, 2013

Fuzzy texture descriptors for early diagnosis of osteoarthritis.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images.
Proceedings of the Pattern Recognition in Bioinformatics, 2012

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012

A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Combination of Physiological and Behavioral Biometric for Human Identification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

A novel image watermarking scheme using Extreme Learning Machine.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A multi-modal gait based human identity recognition system based on surveillance videos.
Proceedings of the 6th International Conference on Signal Processing and Communication Systems, 2012

Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines.
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 Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters.
Proceedings of the Information Systems, Technology and Management, 2012

A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012

Gait Based Human Identity Recognition from Multi-view Surveillance Videos.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012

Development of a Smart e-Health Portal for Chronic Disease Management.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012

A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012

Person identification in surveillance video using gait biometric cues.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Novel Metrics for Face Recognition Using Local Binary Patterns.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Multimodal Identity Verification Based on Learning Face and Gait Cues.
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

Multimodal Face-Gait Fusion for Biometric Person Authentication.
Proceedings of the IEEE/IFIP 9th International Conference on Embedded and Ubiquitous Computing, 2011

Blind Video Tamper Detection Based on Fusion of Source Features.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Relation Learning - A New Approach to Face Recognition.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Robust Audio Visual Biometric Person Authentication with Liveness Verification.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

Multimedia sensor fusion for retrieving identity in biometric access control systems.
ACM Trans. Multim. Comput. Commun. Appl., 2010

Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features.
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

Blind Image Tamper Detection Based on Multimodal Fusion.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Biometric liveness checking using multimodal fuzzy fusion.
Proceedings of the FUZZ-IEEE 2010, 2010

Multimodal feature fusion for video forgery detection.
Proceedings of the 13th Conference on Information Fusion, 2010

Multiclass microarray gene expression classification based on fusion of correlation features.
Proceedings of the 13th Conference on Information Fusion, 2010

Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Liveness Assurance in Face Authentication.
Proceedings of the Encyclopedia of Biometrics, 2009

Biometric person authentication with liveness detection based on audio-visual fusion.
Int. J. Biom., 2009

Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

Multimodal speaker verification using ancillary known speaker characteristics such as gender or age.
Proceedings of the INTERSPEECH 2009, 2009

Biometric liveness detection based on cross modal fusion.
Proceedings of the 12th International Conference on Information Fusion, 2009

Audio-visual mutual dependency models for biometric liveness checks.
Proceedings of the Auditory-Visual Speech Processing, 2009

2008
Robust face-voice based speaker identity verification using multilevel fusion.
Image Vis. Comput., 2008

An Agent Based Multifactor Biometric Security System.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Audio-visual multilevel fusion for speech and speaker recognition.
Proceedings of the INTERSPEECH 2008, 2008

A Novel Shape Transformation Approach for Quantizing Facial Expressions.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

A multilevel fusion approach for audiovisual emotion recognition.
Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008

2007
Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Audiovisual speaker identity verification based on lip motion features.
Proceedings of the INTERSPEECH 2007, 2007

Fuzzy Normalisation Methods for Typist Verification.
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

A Robust Speaking Face Modelling Approach Based on Multilevel Fusion.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Audiovisual speaker identity verification based on cross modal fusion.
Proceedings of the Auditory-Visual Speech Processing 2007, 2007

2006
Distributed Face Recognition: A Multiagent Approach.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Speaking faces for face-voice speaker identity verification.
Proceedings of the INTERSPEECH 2006, 2006

Face-Voice Authentication Based on 3D Face Models.
Proceedings of the Computer Vision, 2006

2005
Investigating feature-level fusion for checking liveness in face-voice authentication.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Liveness detection using cross-modal correlations in face-voice person authentication.
Proceedings of the INTERSPEECH 2005, 2005

Audio-Video Person Authentication Based on 3D Facial Feature Warping.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2004
"liveness" verification in audio-video authentication.
Proceedings of the INTERSPEECH 2004, 2004

1996
An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

1995
Knowledge-Based Object Recognition System.
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995


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