 | 2009 |
|---|
| 25 |       | Hwanjo Yu,
Youngdae Kim,
Seung-won Hwang:
RV-SVM: An Efficient Method for Learning Ranking SVM.
PAKDD 2009: 426-438 |
| 24 | | Hwanjo Yu:
Bootstrap.
Encyclopedia of Database Systems 2009: 263-264 |
| 23 | | Hwanjo Yu:
Support Vector Machine.
Encyclopedia of Database Systems 2009: 2890-2892 |
| 2008 |
|---|
| 22 | | 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 | | 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 | | Gae-won You,
Seung-won Hwang,
Hwanjo Yu:
Supporting personalized ranking over categorical attributes.
Inf. Sci. 178(18): 3510-3524 (2008) |
| 19 | | Jaideep Vaidya,
Hwanjo Yu,
Xiaoqian Jiang:
Privacy-preserving SVM classification.
Knowl. Inf. Syst. 14(2): 161-178 (2008) |
| 2007 |
|---|
| 18 | | Seung-won Hwang,
Hwanjo Yu:
Mining and processing category ranking.
SAC 2007: 441-442 |
| 17 | | Hwanjo Yu,
Seung-won Hwang,
Kevin Chen-Chuan Chang:
Enabling soft queries for data retrieval.
Inf. Syst. 32(4): 560-574 (2007) |
| 2006 |
|---|
| 16 | | Hwanjo Yu,
Jaideep Vaidya,
Xiaoqian Jiang:
Privacy-Preserving SVM Classification on Vertically Partitioned Data.
PAKDD 2006: 647-656 |
| 15 | | Hwanjo Yu,
Xiaoqian Jiang,
Jaideep Vaidya:
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data.
SAC 2006: 603-610 |
| 2005 |
|---|
| 14 | | Hwanjo Yu,
Seung-won Hwang,
Kevin Chen-Chuan Chang:
Enabling Ad-hoc Ranking for Data Retrieval.
ICDE 2005: 514-515 |
| 13 | | 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 | | 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 | | Hwanjo Yu:
Single-Class Classification with Mapping Convergence.
Machine Learning 61(1-3): 49-69 (2005) |
| 2004 |
|---|
| 9 | | Hwanjo Yu,
Duane Searsmith,
Xiaolei Li,
Jiawei Han:
Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining.
ICDM 2004: 563-566 |
| 8 | | 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 | | Hwanjo Yu,
ChengXiang Zhai,
Jiawei Han:
Text classification from positive and unlabeled documents.
CIKM 2003: 232-239 |
| 6 | | 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 | | 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 | | Hwanjo Yu,
Jiong Yang,
Jiawei Han:
Classifying large data sets using SVMs with hierarchical clusters.
KDD 2003: 306-315 |
| 2002 |
|---|
| 2 | | Hwanjo Yu,
Kevin Chen-Chuan Chang,
Jiawei Han:
Heterogeneous Learner for Web Page Classification.
ICDM 2002: 538-545 |
| 1 | | Hwanjo Yu,
Jiawei Han,
Kevin Chen-Chuan Chang:
PEBL: positive example based learning for Web page classification using SVM.
KDD 2002: 239-248 |
