Yubin Park
Yubin Park
Bonsai Research
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Ensembles of -Trees for Imbalanced Classification Problems
Y Park, J Ghosh
IEEE Transactions on Knowledge and Data Engineering 26 (1), 131-143, 2012
402012
Predicting next label quality: A time-series model of crowdwork
HJ Jung, Y Park, M Lease
Second AAAI Conference on Human Computation and Crowdsourcing, 2014
282014
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
202014
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
202012
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
162013
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
122012
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
82014
DYNACARE: dynamic cardiac arrest risk estimation
J Ho, Y Park, C Carvalho, J Ghosh
Artificial Intelligence and Statistics, 333-341, 2013
82013
Case management system using a medical event forecasting engine
Y Park, J Ho, S Vishwanath
US Patent App. 15/092,738, 2016
52016
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data.
Y Park, J Ghosh
Trans. Data Priv. 7 (3), 253-282, 2014
52014
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
42014
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
42011
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
32013
A hierarchical ensemble of α-trees for predicting expensive hospital visits
Y Park, J Ghosh
International Conference on Brain Informatics and Health, 178-187, 2014
22014
Perturbed Gibbs Samplers for synthetic data release
Y Park, J Ghosh
arXiv preprint arXiv:1312.5370, 2013
22013
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques
Y Park, JC Ho
arXiv preprint arXiv:1807.08383, 2018
12018
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
12017
Privacy-Preserving Data Publishing Methods in Healthcare.
Y Park, J Ghosh
Healthcare Data Analytics, 507-529, 2015
12015
Multivariate temporal symptomatic characterization of cardiac arrest
Y Park, JC Ho, J Ghosh
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
12013
Compact ensemble trees for imbalanced data
Y Park, J Ghosh
International Workshop on Multiple Classifier Systems, 86-95, 2011
12011
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Articles 1–20