Yubin Park

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 5

Top Topics

Vector Autoregressive

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Yubin Park, Joyce C. Ho
Tackling Overfitting in Boosting for Noisy Healthcare Data. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Yubin Park, Joyce C. Ho
CaliForest: calibrated random forest for health data. CHIL (2020)
Yubin Park, Joyce C. Ho
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques. CoRR (2018)
Joyce C. Ho, Yubin Park
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning. EMBC (2017)
Yubin Park, Joyce C. Ho, Joydeep Ghosh
ACDC: $α$-Carving Decision Chain for Risk Stratification. CoRR (2016)
Yubin Park, Joydeep Ghosh
Ensembles of (α)-Trees for Imbalanced Classification Problems. IEEE Trans. Knowl. Data Eng. 26 (1) (2014)
Yubin Park, Joydeep Ghosh
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data. KDD (2014)
Yubin Park, Mallikarjun Shankar, Byung-Hoon Park, Joydeep Ghosh
Graph databases for large-scale healthcare systems: A framework for efficient data management and data services. ICDE Workshops (2014)
Hyun Joon Jung, Yubin Park, Matthew Lease
Predicting Next Label Quality: A Time-Series Model of Crowdwork. HCOMP (2014)
Yubin Park, Carlos Carvalho, Joydeep Ghosh
LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series. AISTATS (2014)
Yubin Park, Joydeep Ghosh
A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits. Brain Informatics and Health (2014)
Yubin Park, Joydeep Ghosh
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data. Trans. Data Priv. 7 (3) (2014)
Yubin Park, Joydeep Ghosh
CUDIA: Probabilistic cross-level imputation using individual auxiliary information. ACM Trans. Intell. Syst. Technol. 4 (4) (2013)
Yubin Park, Joydeep Ghosh, Mallikarjun Shankar
Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data. ICHI (2013)
Joyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh
DYNACARE: Dynamic Cardiac Arrest Risk Estimation. AISTATS (2013)
Yubin Park, Joyce C. Ho, Joydeep Ghosh
Multivariate temporal symptomatic characterization of cardiac arrest. EMBC (2013)
Azarias Reda, Yubin Park, Mitul Tiwari, Christian Posse, Sam Shah
Metaphor: a system for related search recommendations. CIKM (2012)
Yubin Park, Joydeep Ghosh
A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data. IHI (2012)
Yubin Park, Joydeep Ghosh
Compact Ensemble Trees for Imbalanced Data. MCS (2011)