Yubin Park
Yubin Park
Bonsai Research
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Citata da
Citata da
Case management system using a medical event forecasting engine
Y Park, J Ho, S Vishwanath
US Patent App. 15/092,738, 2016
Ensembles of -Trees for Imbalanced Classification Problems
Y Park, J Ghosh
IEEE Transactions on Knowledge and Data Engineering 26 (1), 131-143, 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
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
Tackling overfitting in boosting for noisy healthcare data
Y Park, JC Ho
IEEE Transactions on Knowledge and Data Engineering 33 (7), 2995-3006, 2019
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
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data.
Y Park, J Ghosh
Trans. Data Priv. 7 (3), 253-282, 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
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
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
DYNACARE: dynamic cardiac arrest risk estimation
J Ho, Y Park, C Carvalho, J Ghosh
Artificial Intelligence and Statistics, 333-341, 2013
Califorest: calibrated random forest for health data
Y Park, JC Ho
Proceedings of the ACM Conference on Health, Inference, and Learning, 40-50, 2020
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
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
PaloBoost: An overfitting-robust TreeBoost with out-of-bag sample regularization techniques
Y Park, JC Ho
arXiv preprint arXiv:1807.08383, 2018
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
Perturbed Gibbs samplers for synthetic data release
Y Park, J Ghosh
arXiv preprint arXiv:1312.5370, 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
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
COVID-19 Health Equity Dashboard-Addressing Vulnerable Populations
S Liu, E Wall, SA Patel, Y Park
OSF Preprints, 2020
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