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Yubin Park
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2020 – today
- 2021
- [j4]Yubin Park
, Joyce C. Ho
Tackling Overfitting in Boosting for Noisy Healthcare Data. IEEE Trans. Knowl. Data Eng. 33(7): 2995-3006 (2021) - 2020
- [c13]Yubin Park, Joyce C. Ho:
CaliForest: calibrated random forest for health data. CHIL 2020: 40-50
2010 – 2019
- 2018
- [i2]Yubin Park, Joyce C. Ho:
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques. CoRR abs/1807.08383 (2018) - 2017
- [c12]Joyce C. Ho, Yubin Park:
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning. EMBC 2017: 1672-1675 - 2016
- [i1]Yubin Park, Joyce C. Ho, Joydeep Ghosh:
ACDC: $α$-Carving Decision Chain for Risk Stratification. CoRR abs/1606.05325 (2016) - 2015
- [p1]Yubin Park, Joydeep Ghosh:
Privacy-Preserving Data Publishing Methods in Healthcare. Healthcare Data Analytics 2015: 507-529 - 2014
- [j3]Yubin Park, Joydeep Ghosh:
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data. Trans. Data Priv. 7(3): 253-282 (2014) - [j2]Yubin Park, Joydeep Ghosh:
Ensembles of (α)-Trees for Imbalanced Classification Problems. IEEE Trans. Knowl. Data Eng. 26(1): 131-143 (2014) - [c11]Yubin Park, Carlos Carvalho, Joydeep Ghosh:
LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series. AISTATS 2014: 733-742 - [c10]Yubin Park, Joydeep Ghosh:
A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits. Brain Informatics and Health 2014: 178-187 - [c9]Hyun Joon Jung, Yubin Park, Matthew Lease:
Predicting Next Label Quality: A Time-Series Model of Crowdwork. HCOMP 2014: 87-95 - [c8]Yubin Park, Mallikarjun Shankar
Graph databases for large-scale healthcare systems: A framework for efficient data management and data services. ICDE Workshops 2014: 12-19 - [c7]Yubin Park, Joydeep Ghosh:
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data. KDD 2014: 55-64 - 2013
- [j1]Yubin Park, Joydeep Ghosh:
CUDIA: Probabilistic cross-level imputation using individual auxiliary information. ACM Trans. Intell. Syst. Technol. 4(4): 66:1-66:24 (2013) - [c6]Joyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh:
DYNACARE: Dynamic Cardiac Arrest Risk Estimation. AISTATS 2013: 333-341 - [c5]Yubin Park, Joyce C. Ho, Joydeep Ghosh:
Multivariate temporal symptomatic characterization of cardiac arrest. EMBC 2013: 3222-3225 - [c4]Yubin Park, Joydeep Ghosh, Mallikarjun Shankar
Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data. ICHI 2013: 493-498 - 2012
- [c3]Azarias Reda, Yubin Park, Mitul Tiwari, Christian Posse, Sam Shah:
Metaphor: a system for related search recommendations. CIKM 2012: 664-673 - [c2]Yubin Park, Joydeep Ghosh:
A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data. IHI 2012: 445-454 - 2011
- [c1]Yubin Park, Joydeep Ghosh:
Compact Ensemble Trees for Imbalanced Data. MCS 2011: 86-95
Coauthor Index
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