Girija Chetty
Orcid: 0000-0001-6264-8644
According to our database1,
Girija Chetty
authored at least 101 papers
between 1995 and 2024.
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Bibliography
2024
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis.
Sensors, January, 2024
2023
Automatic deep learning-based pleural effusion segmentation in lung ultrasound images.
BMC Medical Informatics Decis. Mak., December, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
IEEE Access, 2022
2021
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
2020
Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP).
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN).
Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020
2019
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
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
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
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
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
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
J. Comput., 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
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
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
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
Proceedings of the Service Science and Knowledge Innovation, 2014
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
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
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
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
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
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012
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
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the European Workshop on Visual Information Processing, 2011
Proceedings of the European Workshop on Visual Information Processing, 2011
Proceedings of the IEEE/IFIP 9th International Conference on Embedded and Ubiquitous Computing, 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011
2010
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
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
Proceedings of the Neural Information Processing. Models and Applications, 2010
Proceedings of the Neural Information Processing. Models and Applications, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
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
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010
2009
Proceedings of the Encyclopedia of Biometrics, 2009
Biometric person authentication with liveness detection based on audio-visual fusion.
Int. J. Biom., 2009
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
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the Auditory-Visual Speech Processing, 2009
2008
Image Vis. Comput., 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008
2007
Proceedings of the Pattern Recognition and Machine Intelligence, 2007
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
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
Proceedings of the Auditory-Visual Speech Processing 2007, 2007
2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the INTERSPEECH 2006, 2006
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
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
2004
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
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996
1995
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995