Shivapratap Gopakumar
Shivapratap Gopakumar
Verified email at deakin.edu.au - Homepage
TitleCited byYear
Tamil POS tagging using linear programming
V Dhanalakshmi, M Anandkumar, G Shivapratap, KP Soman, ...
International Journal of Recent Trends in Engineering 1 (2), 166-169, 2009
302009
Evaluation of svd and nmf methods for latent semantic analysis
R Peter, G Shivapratap, G Divya, KP Soman
International Journal of Recent Trends in Engineering 1 (3), 308-310, 2009
262009
English to tamil transliteration using weka
MS Vijaya, VP Ajith, G Shivapratap, KP Soman
International Journal of Recent Trends in Engineering 1 (1), 498-500, 2009
252009
Stabilizing High-Dimensional Prediction Models Using Feature Graphs
S Gopakumar, T Tran, T Nguyen, D Phung, S Venkatesh
IEEE journal of biomedical and health informatics 19 (3), 1044-1052, 2015
142015
Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records
S Gopakumar, T Tran, D Phung, S Venkatesh
International Workshop on Pattern Recognition for Healthcare Analytics 2, 2014
72014
Sequence labeling approach for English to Tamil Transliteration using Memory based Learning
MS Vijaya, VP Ajith, G Shivapratap, KP Soman
Proceedings of Sixth International Conference on Natural Language processing, 2008
62008
English to Tamil Transliteration using One Class Support Vector Machine.
MS Vijaya, G Shivapratap, VP Ajith, KP Soman
International Journal of Applied Engineering Research 5 (4), 2010
52010
Building a WordNet for Dravidian Languages
S Rajendran, G Shivapratap, V Dhanlakshmi, KP Soman
Proceedings of the Global WordNet Conference (GWC 10), 2010
52010
English to Tamil Transliteration using Sequence Labeling Approach
MS Vijaya, R Loganathan, G Shivapratap, VP Ajith, KP Soman
International Conference on Asian Language Processing, 2008
52008
Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data
S Gopakumar, T Tran, W Luo, D Phung, S Venkatesh
JMIR Medical Informatics 4 (3), 2016
42016
Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation
S Gopakumar, S Gupta, S Rana, V Nguyen, S Venkatesh
Advances in Neural Information Processing Systems, 5466-5474, 2018
32018
An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments
T Nguyen, T Tran, S Gopakumar, D Phung, S Venkatesh
arXiv preprint arXiv:1605.01116, 2016
32016
Machine learning in healthcare: an investigation into model stability
S Gopakumar
Deakin University, 2017
22017
Forecasting patient outflow from wards having no real-time clinical data
S Gopakumar, T Tran, W Luo, D Phung, S Venkatesh
Healthcare Informatics (ICHI), 2016 IEEE International Conference on, 177-183, 2016
22016
Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records
S Gopakumar, TD Nguyen, T Tran, D Phung, S Venkatesh
Advances in Knowledge Discovery and Data Mining, 331-343, 2015
22015
Stabilizing Linear Prediction Models Using Autoencoder
S Gopakumar, T Tran, D Phung, S Venkatesh
Advanced Data Mining and Applications: 12th International Conference, ADMA …, 2016
2016
Stabilizing sparse Cox model using clinical structures in electronic medical records
T Tran, S Gopakumar, QD Phung, S Venkatesh
IAPR 2014: Proceedings of 2nd International Workshop on Pattern Recognition …, 2014
2014
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