Shivapratap Gopakumar

According to our database, Shivapratap Gopakumar authored at least 8 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring.

Radhagayathri K. Udhayakumar, Saifur Rahman, Shivapratap Gopakumar, Chandan K. Karmakar

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2018

Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation.

Shivapratap Gopakumar, Sunil Gupta, Santu Rana, Vu Nguyen, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

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, Shivapratap Gopakumar, Dinh Q. Phung, Svetha Venkatesh

CoRR, 2016

Forecasting Patient Outflow from Wards having No Real-Time Clinical Data.

Shivapratap Gopakumar, Truyen Tran, Wei Luo, Dinh Q. Phung, Svetha Venkatesh

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Stabilizing Linear Prediction Models Using Autoencoder.

Shivapratap Gopakumar, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Stabilizing High-Dimensional Prediction Models Using Feature Graphs.

Shivapratap Gopakumar, Truyen Tran, Tu Dinh Nguyen, Dinh Q. Phung, Svetha Venkatesh

IEEE J. Biomed. Health Informatics, 2015

Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records.

Shivapratap Gopakumar, Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records.

Shivapratap Gopakumar, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

CoRR, 2014