Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records. - Shivapratap Gopakumar; Truyen Tran 001; Dinh Q. Phung; Svetha Venkatesh (CoRR, 2014)

Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records. - Shivapratap Gopakumar; Tu Dinh Nguyen; Truyen Tran 001; Dinh Q. Phung; Svetha Venkatesh (PAKDD (2), 2015)

Stabilizing High-Dimensional Prediction Models Using Feature Graphs. - Shivapratap Gopakumar; Truyen Tran 001; Tu Dinh Nguyen; Dinh Q. Phung; Svetha Venkatesh (IEEE J. Biomed. Health Informatics, 2015)

Stabilizing Linear Prediction Models Using Autoencoder. - Shivapratap Gopakumar; Truyen Tran 001; Dinh Q. Phung; Svetha Venkatesh (ADMA, 2016)

Forecasting Patient Outflow from Wards having No Real-Time Clinical Data. - Shivapratap Gopakumar; Truyen Tran 001; Wei Luo 001; Dinh Q. Phung; Svetha Venkatesh (ICHI, 2016)

An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments. - Nguyen Cong Thuong; Truyen Tran 001; Shivapratap Gopakumar; Dinh Q. Phung; Svetha Venkatesh (CoRR, 2016)

Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation. - Shivapratap Gopakumar; Sunil Gupta 001; Santu Rana; Vu Nguyen 001; Svetha Venkatesh (NeurIPS, 2018)

Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring. - Radhagayathri K. Udhayakumar; Saifur Rahman 002; Shivapratap Gopakumar; Chandan K. Karmakar (EMBC, 2023)

Nonlinear Assessment of Gait Signal Complexity in Neurodegenerative Disorders. - Radhagayathri K. Udhayakumar; Shivapratap Gopakumar; Saifur Rahman 002; Chandan K. Karmakar (EMBC, 2024)

Nonlinear feature space mapping of gait dynamics for neurodegenerative disease detection. - Radhagayathri K. Udhayakumar; Shivapratap Gopakumar; Saifur Rahman 002; Chandan K. Karmakar (Biomed. Signal Process. Control., 2025)