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| 37 | S Kim, K Toutanova, H Yu | Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia | Annual Meeting of the Association for Computational Linguistics (ACL'12) | 2012 |
| 36 | Y Kim, J Kim, H Yu | GeoSearch: Georeferenced Video Retrieval System | ACM Conf. Knowledge Discovery and Data Mining (KDD'12) | 2012 |
| 35 | J Oh, T Kim, S Park, H Yu | PubMed Search and Exploration with Real-Time Semantic Network Construction | ACM Conf. Knowledge Discovery and Data Mining (KDD'12) | 2012 |
| 34 | J Oh, S Park, H Yu, M Song, S Park | Novel Recommendation based on Personal Popularity Tendency | IEEE International Conference on Data Mining (ICDM'11, 12% accepted) | 2011 |
| 33 | S Kim, T Qin, T-Y Liu, H Yu | Advertiser-Centric Approach to Understand User Click Behavior in Sponsored Search | ACM Conf. Information and Knowledge Management (CIKM'11) | 2011 |
| 32 | B Lee, J Oh, H Yu, J Kim | Protecting Location Privacy using Location Semantics | ACM Conf. Knowledge Discovery and Data Mining (KDD'11) | 2011 |
| 31 | H Yu, I Ko, Y Kim, S Hwang, WS Han | Exact Indexing for Support Vector Machines | ACM Conf. Management of Database (SIGMOD'11) | 2011 |
| 30 | WS Han, J Lee, YS M, S Hwang, H Yu | A New Approach for Processing Ranked Subsequence Matching Based on Ranked Union | ACM Conf. Management of Database (SIGMOD'11) | 2011 |
| 29 | J Lee, MD Pham, J Lee, WS Han, H Yu | Processing SPARQL Queries with Regular Expressions in RDF Databases | ACM Workshop on Data and Text Mining in Bioinformatics (DTMBIO'10) | 2010 |
| 28 | H Yu, S Kim | Passive Sampling for Regression | IEEE Int. Conf. Data Mining (ICDM'10, 19% accepted) | 2010 |
| 27 | H Yu, S Kim, S Na | RankSVR: Can Preference Data Help Regression? | ACM Conf. Information and Knowledge Management (CIKM'10, 13.4% accepted) | 2010 |
| 26 | M Song, H Yu, WS Han | Combining Active Learning and Semi-supervised Learning Techniques to Extract Protein Interaction Sentences | International Workshop on Data Mining in Bioinformatics (BIOKDD'10) | 2010 |
| 25 | J Oh, T Kim, S Park, WS Han, H Yu | Dynamic Concept Ontology Construction for PubMed Queries | ACM Workshop on Data and Text Mining in Bioinformatics (DTMBIO'10) | 2010 |
| 24 | WS Han, WS Kwak, H Yu | On Supporting Effective Web Extraction | Int. Conf. on Data Engineering (ICDE'10, 21% accepted) | 2010 |
| 23 | H Yu, J Oh, WS Han | Efficient Feature Weighting Method for Ranking | ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09, 14.5% accepted) | 2009 |
| 22 | 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 | ACM Workshop on Data and Text Mining in Bioinformatics, 2009. (DTMBIO'09) | 2009 |
| 21 | H Yu, T Kim, J Oh, I Ko, S Kim | RefMed: Relevance Feedback Retrieval System for PubMed | ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09) | 2009 |
| 20 | NA Vien, VH Viet, T Chung, H Yu, S Kim, B Cho | VRIFA: A Nonlinear SVM Visualization Tool using Nomogram and LRBF Kernels | ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09) | 2009 |
| 19 | H Yu, Y Kim, S Hwang | An Efficient Method for Learning Ranking SVM | Pacific-Asia Conf. on Knowledge Discovery and Data Mining, 2009. (PAKDD'09, 11.5% accepted) | 2009 |
| 18 | B Park, J Hong, Y Won, H Yu | Fault Detection in IP-Based Process Control Networks using Data Mining Technique | IFIP/IEEE Int. Symp. on Integrated Management, 2009. | 2009 |
| 17 | S Hwang, H Yu | Mining and Processing Category Ranking | ACM SAC Data Mining Track, 2007.03. | 2007.03 |
| 16 | H Yu, J Vaidya, X Jiang | Privacy-Preserving SVM Classification on Vertically Partitioned Data | Pacific-Asia Conf. on Knowledge Discovery and Data Mining, 2006. (PAKDD'06, 20% accepted) | 2006 |
| 15 | H Yu, X Jiang, J Vaidya | Privacy-Preserving SVM using Nonlinear Kernels on Horizontally Partitioned Data | ACM SAC Data Mining Track, 2006. (ACM SAC'06) | 2006 |
| 14 | H Yu | SVM Selective Sampling for Ranking with Application to Data Retrieval | ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2005. (KDD'05, 12% accepted) | 2005 |
| 13 | H Yu, S Hwang, KCC Chang | RankFP: A Framework for Supporting Rank Formulation and Processing | Int. Conf. on Data Engineering, 2005. (ICDE'05, 19% accepted) | 2005 |
| 12 | C Liu, X Yan, H Yu, J Han, PS Yu | Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs | Siam Data Mining Conf., 2005. (SDM'05, 18% accepted) | 2005 |
| 11 | H Yu, D Searsmith, X Li, J Han | Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining | Int. Conf. on Data Mining, 2004. (ICDM'04, 23% accepted) | 2004 |
| 10 | H Yu, J Yang, J Han | Classifying Large Data Sets Using SVM with Hierarchical Clusters | ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2003. (KDD'03, 13% accepted, received student scholarship award) | 2003 |
| 09 | H Yu | SVMC: Single-Class Classification With Support Vector Machines | Int. Joint Conf. on Artificial Intelligence, 2003. (IJCAI'03, 20% accepted, received student scholarship award) | 2003 |
| 08 | H Yu, C Zhai, J Han | Text Classification from Positive and Unlabeled Documents | Int. Conf. on Information and Knowledge Management, 2003. (CIKM'03, 15% accepted, received student scholarship award) | 2003 |
| 07 | H Yu, J Yang, W Wang, J Han | Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines | IEEE Computer Society Bioinformatics Conf., 2003. (CSB'03, 18.5% accepted) | 2003 |
| 06 | H Yu | General MC: Estimating Boundary of Positive Class from Small Positive Data | IEEE Int. Conf. on Data Mining, 2003. (ICDM'03, 23.8% accepted) | 2003 |
| 05 | H Yu, J Han, KCC Chang | PEBL: Positive Example Based Learning for Web Page Classification Using SVM | ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2002. (KDD'02, 14% accepted, received student scholarship award) | 2002 |
| 04 | H Yu, KCC Chang, J Han | Heterogeneous Learner for Web Page Classification | IEEE Int. Conf. on Data Mining, 2002. (ICDM'02, 20% accepted) | 2002 |
| 03 | DA Kauwell, J Levin, H Yu, Y Lee, J Ellen, A Bahalla | Does Visualization Improve Our Ability To Find And Learn From Internet Based Information? | ACM SIGIR Int. Conf. on Research and Development in Information Retrieval, 2001. (SIGIR'01) | 2001 |
| 02 | DA Kauwell, J Levin, Y Lee, H Yu | Knowledge Construction With Visual Representations Of Distributed Information | Int. World Wide Web Conf., 2000. (WWW'00) | 2000 |
| 01 | DA Kauwell, J Levin, Y Lee, H Yu, D Schiff | Visualization of Web-Based Searches With Knowledge Construction Tools | Symp. on Human Interaction with Complex Systems, Global Interaction through Information Technology, 2000. (HICS'00) | 2000 |