引用次数
引用: 404
H-指数: 10
I10-指数 : 11
出版物: 33
DYNACARE: Dynamic Cardiac Arrest Risk Estimation
Carlos Marinho Carvalho , Joydeep Ghosh , Yubin Park , Joyce C. Ho
international conference on artificial intelligence and statistics 31 333 -341
4
2013
Predicting Next Label Quality: A Time-Series Model of Crowdwork
Hyun Joon Jung , Matthew Lease , Yubin Park
national conference on artificial intelligence
36
2014
2014
CUDIA : a probabilistic cross-level imputation framework using individual auxiliary information
Yubin Park
2011
PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data
Joydeep Ghosh , Yubin Park
Transactions on Data Privacy 7 ( 3) 253 -282
8
2014
Privacy-Preserving Data Publishing Methods in Healthcare
Joydeep Ghosh , Yubin Park
Healthcare Data Analytics 507 -529
2
2015
Case management system using a medical event forecasting engine
Sriram Vishwanath , Yubin Park , Joyce Ho
13
2016
LAMORE: A stable, scalable approach to latent vector autoregressive modeling of categorical time series
Carlos Marinho Carvalho , Joydeep Ghosh , Yubin Park
international conference on artificial intelligence and statistics 33 733 -742
5
2014
CUDIA: Probabilistic cross-level imputation using individual auxiliary information
Yubin Park , Joydeep Ghosh
ACM Transactions on Intelligent Systems and Technology 4 ( 4) 66
3
2013
A generative framework for predictive modeling using variably aggregated, multi-source healthcare data
Yubin Park , Joydeep Ghosh
Proceedings of the 2011 workshop on Data mining for medicine and healthcare - DMMH '11 27 -32
2
2011
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
international conference on data engineering 12 -19
23
2014
Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data
Yubin Park , Joydeep Ghosh , Mallikarjun Shankar
ieee international conference on healthcare informatics 493 -498
16
2013
Compact ensemble trees for imbalanced data
Yubin Park , Joydeep Ghosh
international conference on multiple classifier systems 86 -95
1
2011
A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data
Yubin Park , Joydeep Ghosh
international health informatics symposium 445 -454
9
2012
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data
Yubin Park , Joydeep Ghosh
knowledge discovery and data mining 55 -64
9
2014
A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits
Yubin Park , Joydeep Ghosh
Brain Informatics and Health 178 -187
1
2014
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning
Joyce C. Ho , Yubin Park
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017 1672 -1675
2
2017
DYNACARE-OP: Dynamic Cardiac Arrest Risk Estimation Incorporating Ordinal Features
Joyce C Ho , Yubin Park , Carlos M Carvalho , Joydeep Ghosh
DPM: A State Space Model for Large-Scale Direct Marketing
Yubin Park , Rajiv Khanna , Joydeep Ghosh , Daniel Mihalko
arXiv preprint arXiv:1507.01135
1
2015
Tackling overfitting in boosting for noisy healthcare data
Yubin Park , Joyce C Ho
IEEE Transactions on Knowledge and Data Engineering 33 ( 7) 2995 -3006
34
2019