Case management system using a medical event forecasting engine Y Park, J Ho, S Vishwanath
US Patent App. 15/092,738, 2016
68 2016 Tackling overfitting in boosting for noisy healthcare data Y Park, JC Ho
IEEE Transactions on Knowledge and Data Engineering 33 (7), 2995-3006, 2019
56 2019 Ensembles of Y Park, J Ghosh
IEEE Transactions on Knowledge and Data Engineering 26 (1), 131-143, 2012
56 2012 Graph databases for large-scale healthcare systems: A framework for efficient data management and data services Y Park, M Shankar, BH Park, J Ghosh
2014 IEEE 30th International Conference on Data Engineering Workshops, 12-19, 2014
53 2014 Predicting next label quality: A time-series model of crowdwork H Jung, Y Park, M Lease
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 …, 2014
45 2014 Perturbed gibbs samplers for generating large-scale privacy-safe synthetic health data Y Park, J Ghosh, M Shankar
2013 IEEE International Conference on Healthcare Informatics, 493-498, 2013
34 2013 PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data. Y Park, J Ghosh
Trans. Data Priv. 7 (3), 253-282, 2014
27 2014 Metaphor: a system for related search recommendations A Reda, Y Park, M Tiwari, C Posse, S Shah
Proceedings of the 21st ACM international conference on Information and …, 2012
23 2012 Califorest: calibrated random forest for health data Y Park, JC Ho
Proceedings of the ACM Conference on Health, Inference, and Learning, 40-50, 2020
15 2020 Ludia: An aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data Y Park, J Ghosh
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
13 2014 A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data Y Park, J Ghosh
Proceedings of the 2nd ACM SIGHIT international health informatics symposium …, 2012
13 2012 DYNACARE: Dynamic cardiac arrest risk estimation J Ho, Y Park, C Carvalho, J Ghosh
Artificial Intelligence and Statistics, 333-341, 2013
10 2013 Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning JC Ho, Y Park
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
9 2017 Lamore: A stable, scalable approach to latent vector autoregressive modeling of categorical time series Y Park, C Carvalho, J Ghosh
Artificial Intelligence and Statistics, 733-742, 2014
5 2014 A generative framework for predictive modeling using variably aggregated, multi-source healthcare data Y Park, J Ghosh
Proceedings of the 2011 workshop on Data mining for medicine and healthcare …, 2011
5 2011 PaloBoost: An overfitting-robust TreeBoost with out-of-bag sample regularization techniques Y Park, JC Ho
arXiv preprint arXiv:1807.08383, 2018
4 2018 Perturbed Gibbs samplers for synthetic data release Y Park, J Ghosh
arXiv preprint arXiv:1312.5370, 2013
4 2013 A Hierarchical Ensemble of α -Trees for Predicting Expensive Hospital Visits Y Park, J Ghosh
Brain Informatics and Health: International Conference, BIH 2014, Warsaw …, 2014
3 2014 CUDIA: Probabilistic cross-level imputation using individual auxiliary information Y Park, J Ghosh
ACM Transactions on Intelligent Systems and Technology (TIST) 4 (4), 1-24, 2013
3 2013 ACDC: Y Park, J Ho, J Ghosh
arXiv preprint arXiv:1606.05325, 2016
2 2016 
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombsE-mail confirmado em utexas.edu