 | 2011 |
| 13 |  | Sunghoon Kwon,
Hosik Choi,
Yongdai Kim:
Quadratic approximation on SCAD penalized estimation.
Computational Statistics & Data Analysis 55(1): 421-428 (2011) |
| 12 |  | Hosik Choi,
Donghwa Yeo,
Sunghoon Kwon,
Yongdai Kim:
Gene selection and prediction for cancer classification using support vector machines with a reject option.
Computational Statistics & Data Analysis 55(5): 1897-1908 (2011) |
| 2010 |
| 11 |  | Yongdai Kim,
Bumsoo Kim,
Woncheol Jang:
Asymptotic properties of the maximum likelihood estimator for the proportional hazards model with doubly censored data.
J. Multivariate Analysis 101(6): 1339-1351 (2010) |
| 2009 |
| 10 |  | Hee-Seok Oh,
Donghoh Kim,
Yongdai Kim:
Robust wavelet shrinkage using robust selection of thresholds.
Statistics and Computing 19(1): 27-34 (2009) |
| 2007 |
| 9 |  | Kwangkeun Yi,
Hosik Choi,
Jaehwang Kim,
Yongdai Kim:
An empirical study on classification methods for alarms from a bug-finding static C analyzer.
Inf. Process. Lett. 102(2-3): 118-123 (2007) |
| 2006 |
| 8 |  | Jinseog Kim,
Yongdai Kim:
Maximum a posteriori pruning on decision trees and its application to bootstrap BUMPing.
Computational Statistics & Data Analysis 50(3): 710-719 (2006) |
| 7 |  | Yongdai Kim,
Sunghoon Kwon,
Seuck Heun Song:
Multiclass sparse logistic regression for classification of multiple cancer types using gene expression data.
Computational Statistics & Data Analysis 51(3): 1643-1655 (2006) |
| 6 |  | Youjip Won,
Hyungkyu Chang,
Jaemin Ryu,
Yongdai Kim,
Junseok Shim:
Intelligent storage: Cross-layer optimization for soft real-time workload.
TOS 2(3): 255-282 (2006) |
| 2004 |
| 5 |  | Yongdai Kim,
Jinseog Kim:
Gradient LASSO for feature selection.
ICML 2004 |
| 4 |  | Jaeyong Lee,
Yongdai Kim:
A new algorithm to generate beta processes.
Computational Statistics & Data Analysis 47(3): 441-453 (2004) |
| 3 |  | Yongdai Kim,
Jinseog Kim:
Convex Hull Ensemble Machine for Regression and Classification.
Knowl. Inf. Syst. 6(6): 645-663 (2004) |
| 2003 |
| 2 |  | Yongdai Kim:
Averaged Boosting: A Noise-Robust Ensemble Method.
PAKDD 2003: 388-393 |
| 2002 |
| 1 |  | Yongdai Kim:
Convex Hull Ensemble Machine.
ICDM 2002: 243-249 |