Compact Ensemble Trees for Imbalanced Data. - Yubin Park; Joydeep Ghosh (MCS, 2011)

Metaphor: a system for related search recommendations. - Azarias Reda; Yubin Park; Mitul Tiwari; Christian Posse; Sam Shah (CIKM, 2012)

A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data. - Yubin Park; Joydeep Ghosh (IHI, 2012)

DYNACARE: Dynamic Cardiac Arrest Risk Estimation. - Joyce C. Ho; Yubin Park; Carlos Carvalho; Joydeep Ghosh (AISTATS, 2013)

Multivariate temporal symptomatic characterization of cardiac arrest. - Yubin Park; Joyce C. Ho; Joydeep Ghosh (EMBC, 2013)

Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data. - Yubin Park; Joydeep Ghosh; Mallikarjun Shankar (ICHI, 2013)

CUDIA: Probabilistic cross-level imputation using individual auxiliary information. - Yubin Park; Joydeep Ghosh (ACM Trans. Intell. Syst. Technol., 2013)

LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series. - Yubin Park; Carlos Carvalho; Joydeep Ghosh (AISTATS, 2014)

A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits. - Yubin Park; Joydeep Ghosh (Brain Informatics and Health, 2014)

Predicting Next Label Quality: A Time-Series Model of Crowdwork. - Hyun Joon Jung; Yubin Park; Matthew Lease (HCOMP, 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 (ICDE Workshops, 2014)

LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data. - Yubin Park; Joydeep Ghosh (KDD, 2014)

PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data. - Yubin Park; Joydeep Ghosh (Trans. Data Priv., 2014)

Ensembles of (α)-Trees for Imbalanced Classification Problems. - Yubin Park; Joydeep Ghosh (IEEE Trans. Knowl. Data Eng., 2014)

Privacy-Preserving Data Publishing Methods in Healthcare. - Yubin Park; Joydeep Ghosh (Healthcare Data Analytics, 2015)

ACDC: $α$-Carving Decision Chain for Risk Stratification. - Yubin Park; Joyce C. Ho; Joydeep Ghosh (CoRR, 2016)

Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning. - Joyce C. Ho; Yubin Park (EMBC, 2017)

PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques. - Yubin Park; Joyce C. Ho (CoRR, 2018)

CaliForest: calibrated random forest for health data. - Yubin Park; Joyce C. Ho (CHIL, 2020)

Tackling Overfitting in Boosting for Noisy Healthcare Data. - Yubin Park; Joyce C. Ho (IEEE Trans. Knowl. Data Eng., 2021)