Yubin Park

According to our database, Yubin Park authored at least 20 papers between 2011 and 2021.

Collaborative distances:

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

2021

Tackling Overfitting in Boosting for Noisy Healthcare Data.

Yubin Park, Joyce C. Ho

IEEE Trans. Knowl. Data Eng., 2021

2020

CaliForest: calibrated random forest for health data.

Yubin Park, Joyce C. Ho

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2018

PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques.

Yubin Park, Joyce C. Ho

CoRR, 2018

2017

Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning.

Joyce C. Ho, Yubin Park

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

ACDC: $α$-Carving Decision Chain for Risk Stratification.

Yubin Park, Joyce C. Ho, Joydeep Ghosh

CoRR, 2016

2015

Privacy-Preserving Data Publishing Methods in Healthcare.

Yubin Park, Joydeep Ghosh

Proceedings of the Healthcare Data Analytics., 2015

2014

Ensembles of (α)-Trees for Imbalanced Classification Problems.

Yubin Park, Joydeep Ghosh

IEEE Trans. Knowl. Data Eng., 2014

PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data.

Yubin Park, Joydeep Ghosh

Trans. Data Priv., 2014

LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data.

Yubin Park, Joydeep Ghosh

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Graph databases for large-scale healthcare systems: A framework for efficient data management and data services.

Yubin Park, Mallikarjun Shankar, Byung-Hoon Park, Joydeep Ghosh

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

Predicting Next Label Quality: A Time-Series Model of Crowdwork.

Hyun Joon Jung, Yubin Park, Matthew Lease

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits.

Yubin Park, Joydeep Ghosh

Proceedings of the Brain Informatics and Health - International Conference, 2014

LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series.

Yubin Park, Carlos Carvalho, Joydeep Ghosh

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

CUDIA: Probabilistic cross-level imputation using individual auxiliary information.

Yubin Park, Joydeep Ghosh

ACM Trans. Intell. Syst. Technol., 2013

Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data.

Yubin Park, Joydeep Ghosh, Mallikarjun Shankar

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Multivariate temporal symptomatic characterization of cardiac arrest.

Yubin Park, Joyce C. Ho, Joydeep Ghosh

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

DYNACARE: Dynamic Cardiac Arrest Risk Estimation.

Joyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data.

Yubin Park, Joydeep Ghosh

Proceedings of the ACM International Health Informatics Symposium, 2012

Metaphor: a system for related search recommendations.

Azarias Reda, Yubin Park, Mitul Tiwari, Christian Posse, Sam Shah

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Compact Ensemble Trees for Imbalanced Data.

Yubin Park, Joydeep Ghosh

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011