Hwanjo Yu

2009
23	EE	Hwanjo Yu, Youngdae Kim, Seung-won Hwang: RV-SVM: An Efficient Method for Learning Ranking SVM. PAKDD 2009: 426-438
2008
22	EE	Baek Hwan Cho, Hwanjo Yu, Kwang-Won Kim, Tae Hyun Kim, In-Young Kim, Sun I. Kim: Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods. Artificial Intelligence in Medicine 42(1): 37-53 (2008)
21	EE	Baek Hwan Cho, Hwanjo Yu, Jong Shill Lee, Young Joon Chee, In-Young Kim, Sun I. Kim: Nonlinear Support Vector Machine Visualization for Risk Factor Analysis Using Nomograms and Localized Radial Basis Function Kernels. IEEE Transactions on Information Technology in Biomedicine 12(2): 247-256 (2008)
20	EE	Gae-won You, Seung-won Hwang, Hwanjo Yu: Supporting personalized ranking over categorical attributes. Inf. Sci. 178(18): 3510-3524 (2008)
19	EE	Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang: Privacy-preserving SVM classification. Knowl. Inf. Syst. 14(2): 161-178 (2008)
2007
18	EE	Seung-won Hwang, Hwanjo Yu: Mining and processing category ranking. SAC 2007: 441-442
17	EE	Hwanjo Yu, Seung-won Hwang, Kevin Chen-Chuan Chang: Enabling soft queries for data retrieval. Inf. Syst. 32(4): 560-574 (2007)
2006
16	EE	Hwanjo Yu, Jaideep Vaidya, Xiaoqian Jiang: Privacy-Preserving SVM Classification on Vertically Partitioned Data. PAKDD 2006: 647-656
15	EE	Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya: Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data. SAC 2006: 603-610
2005
14	EE	Hwanjo Yu, Seung-won Hwang, Kevin Chen-Chuan Chang: Enabling Ad-hoc Ranking for Data Retrieval. ICDE 2005: 514-515
13	EE	Hwanjo Yu: SVM selective sampling for ranking with application to data retrieval. KDD 2005: 354-363
12		Chao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu: Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs. SDM 2005
11	EE	Hwanjo Yu, Jiong Yang, Jiawei Han, Xiaolei Li: Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing. Data Min. Knowl. Discov. 11(3): 295-321 (2005)
10	EE	Hwanjo Yu: Single-Class Classification with Mapping Convergence. Machine Learning 61(1-3): 49-69 (2005)
2004
9	EE	Hwanjo Yu, Duane Searsmith, Xiaolei Li, Jiawei Han: Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining. ICDM 2004: 563-566
8	EE	Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang: PEBL: Web Page Classification without Negative Examples. IEEE Trans. Knowl. Data Eng. 16(1): 70-81 (2004)
2003
7	EE	Hwanjo Yu, ChengXiang Zhai, Jiawei Han: Text classification from positive and unlabeled documents. CIKM 2003: 232-239
6	EE	Hwanjo Yu, Jiong Yang, Wei Wang, Jiawei Han: Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines. CSB 2003: 220-228
5	EE	Hwanjo Yu: General MC: Estimating Boundary of Positive Class from Small Positive Data. ICDM 2003: 693-696
4		Hwanjo Yu: SVMC: Single-Class Classification With Support Vector Machines. IJCAI 2003: 567-574
3	EE	Hwanjo Yu, Jiong Yang, Jiawei Han: Classifying large data sets using SVMs with hierarchical clusters. KDD 2003: 306-315
2002
2	EE	Hwanjo Yu, Kevin Chen-Chuan Chang, Jiawei Han: Heterogeneous Learner for Web Page Classification. ICDM 2002: 538-545
1	EE	Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang: PEBL: positive example based learning for Web page classification using SVM. KDD 2002: 239-248

Coauthor Index

1	Kevin Chen-Chuan Chang	[1] [2] [8] [14] [17]
2	Young Joon Chee	[21]
3	Baek Hwan Cho	[21] [22]
4	Jiawei Han	[1] [2] [3] [6] [7] [8] [9] [11] [12]
5	Seung-won Hwang	[14] [17] [18] [20] [23]
6	Xiaoqian Jiang	[15] [16] [19]
7	In-Young Kim	[21] [22]
8	Kwang-Won Kim	[22]
9	Sun I. Kim	[21] [22]
10	Tae Hyun Kim	[22]
11	Youngdae Kim	[23]
12	Jong Shill Lee	[21]
13	Xiaolei Li	[9] [11]
14	Chao Liu	[12]
15	Duane Searsmith	[9]
16	Jaideep Vaidya	[15] [16] [19]
17	Wei Wang	[6]
18	Xifeng Yan	[12]
19	Jiong Yang	[3] [6] [11]
20	Gae-won You	[20]
21	Philip S. Yu	[12]
22	ChengXiang Zhai (Chengxiang Zhai)	[7]

Colors in the list of coauthors