Yubin Park

20 papers A* 1A 3B 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2021 J jnl
Tackling Overfitting in Boosting for Noisy Healthcare Data.
IEEE Trans. Knowl. Data Eng.
Yubin Park, Joyce C. Ho
2020 — conf
CaliForest: calibrated random forest for health data.
CHIL
Yubin Park, Joyce C. Ho
2018 J jnl
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques.
CoRR
Yubin Park, Joyce C. Ho
2017 — conf
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning.
EMBC
Joyce C. Ho, Yubin Park
2016 J jnl
ACDC: $α$-Carving Decision Chain for Risk Stratification.
CoRR
Yubin Park, Joyce C. Ho, Joydeep Ghosh
2015 — ch.
Privacy-Preserving Data Publishing Methods in Healthcare.
Healthcare Data Analytics
Yubin Park, Joydeep Ghosh
2014 — conf
A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits.
Brain Informatics and Health
Yubin Park, Joydeep Ghosh
2014 J jnl
Ensembles of (α)-Trees for Imbalanced Classification Problems.
IEEE Trans. Knowl. Data Eng.
Yubin Park, Joydeep Ghosh
2014 — conf
Graph databases for large-scale healthcare systems: A framework for efficient data management and data services.
ICDE Workshops
Yubin Park, Mallikarjun Shankar, Byung-Hoon Park, Joydeep Ghosh
2014 A conf
LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series.
AISTATS
Yubin Park, Carlos Carvalho, Joydeep Ghosh
2014 A* conf
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data.
KDD
Yubin Park, Joydeep Ghosh
2014 J jnl
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data.
Trans. Data Priv.
Yubin Park, Joydeep Ghosh
2014 B conf
Predicting Next Label Quality: A Time-Series Model of Crowdwork.
HCOMP
Hyun Joon Jung, Yubin Park, Matthew Lease
2013 J jnl
CUDIA: Probabilistic cross-level imputation using individual auxiliary information.
ACM Trans. Intell. Syst. Technol.
Yubin Park, Joydeep Ghosh
2013 A conf
DYNACARE: Dynamic Cardiac Arrest Risk Estimation.
AISTATS
Joyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh
2013 — conf
Multivariate temporal symptomatic characterization of cardiac arrest.
EMBC
Yubin Park, Joyce C. Ho, Joydeep Ghosh
2013 — conf
Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data.
ICHI
Yubin Park, Joydeep Ghosh, Mallikarjun Shankar
2012 — conf
A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data.
IHI
Yubin Park, Joydeep Ghosh
2012 A conf
Metaphor: a system for related search recommendations.
CIKM
Azarias Reda, Yubin Park, Mitul Tiwari, Christian Posse, Sam Shah
2011 — conf
Compact Ensemble Trees for Imbalanced Data.
MCS
Yubin Park, Joydeep Ghosh