- 논문
- 2021
- Yi, Kwangkeun; Choi, Hosik; Kim, Jaehwang; Kim, Yongdai (2007) An empirical study on classification methods for alarms from a bug-finding static C analyzer
- 2019
- Kim, Yongdai; Choi, Hosik; Oh, Hee-Seok (2008) Smoothly clipped absolute deviation on high dimensions
- 2018
- Kim, Yongdai; Kwon, Sunghoon; Choi, Hosik (2012) Consistent model selection criteria on high dimensions
- 2016
- Choi, Hosik; Yeo, Donghwa; Kwon, Sunghoon; Kim, Yongdai (2011) Gene selection and prediction for cancer classification using support vector machines with a reject option
- 2015
- Yeon, Kyupil; Song, Moon Sup; Kim, Yongdai; Choi, Hosik; Park, Cheolwoo (2010) Model averaging via penalized regression for tracking concept drift
- 2015
- Kwon, Sunghoon; Choi, Hosik; Kim, Yongdai (2011) Quadratic approximation on SCAD penalized estimation
- 2015
- Choi, Hosik; Kim, Yongdai; Kwon, Sunghoon (2013) Sparse bridge estimation with a diverging number of parameters
- 2015
- Kim, Kil Joong; Kim, Bohyoung; Lee, Hyunna; Choi, Hosik; Jeon, Jong‐June; Ahn, Jeong‐Hwan; Lee, Kyoung Ho (2011) Predicting the fidelity of JPEG2000 compressed CT images using DICOM header information
- 2015
- Choi, Hosik; Kim, Jinseog; Kim, Yongdai (2010) A sparse large margin semi-supervised learning method
- 2014
- Won, Sungho; Choi, Hosik; Park, Suyeon; Lee, Juyoung; Park, Changyi; Kwon, Sunghoon (2015) Evaluation of penalized and nonpenalized methods for disease prediction with large-scale genetic data
- 2014
- Choi, Hosik; Kim, Yongdai; Kwon, Sunghoon; Park, Changyi (2017) A robust support vector machine for labeling errors
- 2014
- Wang, Li-Yu; Park, Cheolwoo; Choi, Hosik; Yeon, Kyupil (2016) A classifier ensemble for concept drift using a constrained penalized regression combiner
- 2014
- Choi, Hosik; Park, Changyi (2012) Approximate penalization path for smoothly clipped absolute deviation
- 2014
- Choi, Ho-Sik; Kim, Yong-Dai; Han, Sang-Tae; Kang, Hyun-Cheol (2009) Quantile Regression with Non-Convex Penalty on High-Dimensions
- 2013
- Choi, Ho-Sik; Kim, Yong-Dai; Han, Sang-Tae; Kang, Hyun-Cheol (2009) An Algorithm for Support Vector Machines with a Reject Option Using Bundle Method
- 2013
- Jun, Jong-Jun; Kim, Yong-Dai; Han, Sang-Tae; Kang, Hyun-Cheol; Choi, Ho-Sik (2009) The Unified Framework for AUC Maximizer
- 2011
- Choi, Ho-Sik; Kim, Yong-Dai (2008) The Doubly Regularized Quantile Regression
- 2011
- Jeon, Jong-June; Choi, Hosik (2018) The sparse Luce model
- Jeon, Jong-June; Choi, Hosik (20107) Tracking concept drift using a constrained penalized regression combiner