| 2020 | AICCSA | Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN). | Maram Almaghrabi, Girija Chetty |
| 2020 | DSAA | Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). | Maram Almaghrabi, Girija Chetty |
| 2020 | MICCAI | Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. | Tariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington |
| 2019 | ICCSA | HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine. | Khushwant Sehra, Ankit Rajpal, Anurag Mishra, Girija Chetty |
| 2019 | ICDM | Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. | Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty |
| 2019 | ICDM | Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. | Kunal Rajput, Girija Chetty, Rachel Davey |
| 2018 | ICCSA | Clinical Name Entity Recognition Based on Recurrent Neural Networks. | Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty |
| 2018 | ICCSA | Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm. | Anurag Mishra, Charu Agarwal, Girija Chetty |
| 2018 | ICDM | Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records. | Kunal Rajput, Girija Chetty, Rachel Davey |
| 2018 | IJCNN | Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. | Anurag Mishra, Charu Agarwal, Girija Chetty |
| 2018 | IJCNN | Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. | Anurag Mishra, Khushwant Sehra, Girija Chetty |
| 2018 | IJCNN | Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. | Lavneet Singh, Nancy Kaur, Girija Chetty |
| 2017 | ICDM | A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. | Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty |
| 2015 | DICTA | Illumination Invariant Efficient Face Recognition Using a Single Training Image. | Bharat Lal Jangid, K. K. Biswas, Madasu Hanmandlu, Girija Chetty |
| 2015 | ICONIP | Analysing the Robust EEG Channel Set for Person Authentication. | Salahiddin Altahat, Girija Chetty, Dat Tran, Wanli Ma |
| 2015 | ICONIP | Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees. | Lavneet Singh, Girija Chetty |
| 2015 | MICCAI | Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features. | Mohammad Ali Armin, Girija Chetty, Jurgen Fripp, Hans de Visser, Cdric Dumas, Amir Fazlollahi, Florian Grimpen, Olivier Salvado |
| 2015 | MICCAI | Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. | Mohammad Ali Armin, Hans de Visser, Girija Chetty, Cdric Dumas, David Conlan, Florian Grimpen, Olivier Salvado |
| 2014 | AusDM | Optimized Pruned Annular Extreme Learning Machines. | Lavneet Singh, Girija Chetty |
| 2014 | ICDM | An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. | Lavneet Singh, Girija Chetty |
| 2013 | ICIP | Gait recognition based on gait pal and pal entropy image. | M. Jeevan, Neha Jain, Madasu Hanmandlu, Girija Chetty |
| 2013 | ICONIP | Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition. | Emdad Hossain, Girija Chetty |
| 2012 | ACIVS | Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos. | Emdad Hossain, Girija Chetty |
| 2012 | AusDM | A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. | Lavneet Singh, Girija Chetty |
| 2012 | ICA3PP | A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks. | Mohammad Alwadi, Girija Chetty |
| 2012 | ICA3PP | Development of a Smart e-Health Portal for Chronic Disease Management. | Maryam Haddad, Girija Chetty |
| 2012 | ICA3PP | Gait Based Human Identity Recognition from Multi-view Surveillance Videos. | Emdad Hossain, Girija Chetty |
| 2012 | ICA3PP | A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels. | Lavneet Singh, Girija Chetty, Dharmendra Sharma |
| 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 | A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines. | Lavneet Singh, Girija Chetty, Dharmendra Sharma |
| 2012 | ICONIP | Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images. | Lavneet Singh, Girija Chetty, Dharmendra Sharma |
| 2012 | IJCNN | A novel image watermarking scheme using Extreme Learning Machine. | Anurag Mishra, Amita Goel, Rampal Singh, Girija Chetty, Lavneet Singh |
| 2011 | ACIVS | Relation Learning - A New Approach to Face Recognition. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2011 | DICTA | Blind Video Tamper Detection Based on Fusion of Source Features. | Julian Goodwin, Girija Chetty |
| 2011 | EUC | Multimodal Face-Gait Fusion for Biometric Person Authentication. | Emdad Hossain, Girija Chetty |
| 2011 | ICONIP | Multimodal Identity Verification Based on Learning Face and Gait Cues. | Emdad Hossain, Girija Chetty |
| 2011 | KES | Novel Metrics for Face Recognition Using Local Binary Patterns. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2010 | ACIVS | Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features. | Girija Chetty, Julian Goodwin, Monica Singh |
| 2010 | FUSION | Multiclass microarray gene expression classification based on fusion of correlation features. | Girija Chetty, Madhu Chetty |
| 2010 | FUSION | Multimodal feature fusion for video forgery detection. | Girija Chetty, Matthew Lipton |
| 2010 | ICONIP | Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. | Girija Chetty, Renuka Biswas, Julian Goodwin |
| 2010 | ICONIP | Blind Image Tamper Detection Based on Multimodal Fusion. | Girija Chetty, Monica Singh, Matthew White |
| 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 | Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features. | Girija Chetty, Monica Biswas, Rashmi Singh |
| 2009 | FUSION | Biometric liveness detection based on cross modal fusion. | Girija Chetty |
| 2009 | Interspeech | Multimodal speaker verification using ancillary known speaker characteristics such as gender or age. | Girija Chetty, Michael Wagner |
| 2008 | DICTA | A Novel Shape Transformation Approach for Quantizing Facial Expressions. | Girija Chetty |
| 2008 | Interspeech | Audio-visual multilevel fusion for speech and speaker recognition. | Girija Chetty, Michael Wagner |
| 2008 | KES | An Agent Based Multifactor Biometric Security System. | Girija Chetty, Dharmendra Sharma, Bala M. Balachandran |
| 2007 | DICTA | A Robust Speaking Face Modelling Approach Based on Multilevel Fusion. | Girija Chetty, Michael Wagner |
| 2007 | Interspeech | Audiovisual speaker identity verification based on lip motion features. | Girija Chetty, Michael Wagner |
| 2006 | ACCV | Face-Voice Authentication Based on 3D Face Models. | Girija Chetty, Michael Wagner |
| 2006 | Interspeech | Speaking faces for face-voice speaker identity verification. | Girija Chetty, Michael Wagner |
| 2006 | KES | Distributed Face Recognition: A Multiagent Approach. | Girija Chetty, Dharmendra Sharma |
| 2005 | DICTA | Audio-Video Person Authentication Based on 3D Facial Feature Warping. | Girija Chetty, Michael Wagner |
| 2005 | Interspeech | Liveness detection using cross-modal correlations in face-voice person authentication. | Girija Chetty, Michael Wagner |
| 2004 | Interspeech | "liveness" verification in audio-video authentication. | Michael Wagner, Girija Chetty |