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| 16 | H Yu, J Kim, Y Kim, S Hwang, YH Lee | An Efficient Method for Learning Nonlinear Ranking SVM Functions | Information Sciences (SCI) | 2012.05 | | 15 | M Song, H Yu, WS Han | Combining Active Learning and Semi-Supervised Learning Techniques to Extract Protein Interaction Sentences | BMC Bioinformatics, Springer, 12(Suppl 12):S4. (SCI) | 2011.12 | | 14 | J Lee, MD Pham, J Lee, WS Han, H Cho, H Yu, JH Lee | Processing SPARQL queries with regular expressions in RDF databases | BMC BIoinformatics, Springer, 12 (SCI) | 2011.03 | | 13 | H Yu | Selective Sampling Techniques for Feedback-based Data Retrieval | Data Mining and Knowledge Discovery, Springer, Volume 22, Issue 1 (SCI) | 2011.01 | | 12 | NA Vien, H Yu, TC Chung | Hessian Matrix Distribution for Bayesian Policy Gradient Reinforcement Learning | Information Sciences (SCI) | 2011.01 | | 11 | H Yu, T Kim, J Oh, I Ko, S Kim, WS Han | Enabling Multi-Level Relevance Feedback on PubMed by Integrating Rank Learning into DBMS | BMC Bioinformatics, Springer, 11(Suppl 2):S6 2010.04. (SCI) | 2010.04 | | 10 | G Yu, S Hwang, H Yu | Supporting Personalized Ranking over Categorical Attributes | Information Sciences, Elsevier, 178(18):3510-3524, 2008.09. (SCI) | 2008.09 | | 09 | B Cho, H Yu, J Lee, Y Chee, I Kim, S 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, IEEE Computer Society, 12(2):247-256, 2008.03. (SCI) | 2008.03 | | 08 | J Vaidya, H Yu, X Jiang | Privacy-Preserving SVM Classification | Knowledge and Information Systems, Springer, 14(2):161-178, 2008.02. (SCI-E) | 2008.02 | | 07 | B Cho, H Yu, K Kim, T Kim, I Kim, S Kim | Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods | Artificial Intelligence in Medicine, Elsevier, 962:1-17, 2008.01. (SCI) | 2008.01 | | 06 | H Yu, S Hwang, KCC Chang | Enabling Soft Queries for Data Retrieval | Information Systems, Elsevier, 32: 560-574, 2007.06. (SCI) | 2007.06 | | 05 | Y Xu, EJ Vanbeek, H Yu, G McLennan, J Guo, EA Hoffman | Computer-aided Classification of Interstitial Lung Disease via MDCT: 3D Adaptive Multiple Feature Method (3D AMFM) | Academic Radiology, 13:969-978, 2006. (SCI) | 2006.08 | | 04 | H Yu, J Vaidya, X Jiang | Privacy-Preserving SVM Classification on Vertically Partitioned Data | Lecture Notes in Artificial Intelligence, Springer, 3918:647-656, 2006.03. (SCI-E) | 2006.03 | | 03 | H Yu | Single-Class Classification with Mapping Convergence | Machine Learning, Springer, 61:49-69, 2005. (ML'05) (SCI) | 2005.11 | | 02 | H Yu, J Yang, J Han, X Li | Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing | Data Mining and Knowledge Discovery, Springer, 11(3): 295-321, 2005. (DAMI'05) (SCI) | 2005.11 | | 01 | H Yu, J Han, KCC Chang | PEBL: Web Page Classification without Negative Examples | IEEE Transaction on Knowledge and Data Engineering, Special Issue on Mining and Searching the Web, IEEE Computer Society, 16(1): 70-81, 2004.01. (TKDE'04 Special Issue, 11% accepted) (SCI) | 2004.01 |
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