Yubin Park - researchr alias

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Viewing Publication 1 - 18 from 18

2021

Tackling Overfitting in Boosting for Noisy Healthcare DataYubin Park, Joyce C. Ho. tkde, 33(7):2995-3006, 2021. [doi]

2020

CaliForest: calibrated random forest for health dataYubin Park, Joyce C. Ho. chil 2020: 40-50 [doi]

2017

Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learningJoyce C. Ho, Yubin Park. embc 2017: 1672-1675 [doi]

2015

Privacy-Preserving Data Publishing Methods in HealthcareYubin Park, Joydeep Ghosh. In Chandan K. Reddy, Charu C. Aggarwal, editors, Healthcare Data Analytics. pages 507-529, Chapman and Hall/CRC, 2015. [doi]

2014

Predicting Next Label Quality: A Time-Series Model of CrowdworkHyun Joon Jung, Yubin Park, Matthew Lease. hcomp 2014: 87-95 [doi]

A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital VisitsYubin Park, Joydeep Ghosh. brain 2014: 178-187 [doi]

LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health dataYubin Park, Joydeep Ghosh. kdd 2014: 55-64 [doi]

Graph databases for large-scale healthcare systems: A framework for efficient data management and data servicesYubin Park, Mallikarjun Shankar, Byung-Hoon Park, Joydeep Ghosh. icde 2014: 12-19 [doi]

Ensembles of $({\alpha})$-Trees for Imbalanced Classification ProblemsYubin Park, Joydeep Ghosh. tkde, 26(1):131-143, 2014. [doi]

PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic DataYubin Park, Joydeep Ghosh. tdp, 7(3):253-282, 2014. [doi]

LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time SeriesYubin Park, Carlos Carvalho, Joydeep Ghosh. aistats 2014: 733-742 [doi]

2013

2012

A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare dataYubin Park, Joydeep Ghosh. ihi 2012: 445-454 [doi]

Metaphor: a system for related search recommendationsAzarias Reda, Yubin Park, Mitul Tiwari, Christian Posse, Sam Shah. CIKM 2012: 664-673 [doi]

2011

Compact Ensemble Trees for Imbalanced DataYubin Park, Joydeep Ghosh. mcs 2011: 86-95 [doi]

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