Y. Xu, E. J. Vanbeek, H. Yu, G. McLennan, J. Guo and E. A. Hoffman, "Computer-aided Classification of Interstitial Lung Disease via MDCT: 3D Adaptive Multiple Feature Method (3D AMFM)", Academic Radiology, 13:969-978, 2006. (SCI)
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)
H. Yu, "Single-Class Classification with Mapping Convergence", Machine Learning, Springer, 61:49-69, 2005. (ML'05) (SCI)
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)
H. Yu, J. Han & K. C.-C. 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)
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)
H. Yu, X. Jiang & J. Vaidya, "Privacy-Preserving SVM using Nonlinear Kernels on Horizontally Partitioned Data", Proc. of ACM SAC Data Mining Track, 2006. (ACM SAC'06 full paper, 30% accepted)
H. Yu, "SVM Selective Sampling for Ranking with Application to Data Retrieval", Proc. of ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2005. (KDD'05 full paper, 12% accepted)
H. Yu, S. Hwang & K. C.-C. Chang, "RankFP: A Framework for Supporting Rank Formulation and Processing", Proc. of IEEE Int. Conf. on Data Engineering, 2005. (ICDE'05 short paper, 19% accepted)
C. Liu, X. Yan, H. Yu, J. Han & P. S. Yu, "Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs", Proc. of Siam Data Mining Conf., 2005. (SDM'05 full paper, 18% accepted)
H. Yu, D. Searsmith, X. Li & J. Han, "Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining", Proc. of IEEE Int. Conf. on Data Mining, 2004. (ICDM'04 short paper, 23% accepted)
H. Yu, J. Yang & J. Han, "Classifying Large Data Sets Using SVM with Hierarchical Clusters", Proc. of ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2003. (KDD'03 full paper, 13% accepted, received student scholarship award)
H. Yu, "SVMC: Single-Class Classification With Support Vector Machines", Proc. of Int. Joint Conf. on Artificial Intelligence, 2003. (IJCAI'03 full paper, 20% accepted, received student scholarship award)
H. Yu, C. Zhai & J. Han, "Text Classification from Positive and Unlabeled Documents", Proc. of Int. Conf. on Information and Knowledge Management, 2003. (CIKM'03 full paper, 15% accepted, received student scholarship award)
H. Yu, J. Yang, W. Wang & J. Han, "Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines", Proc. of IEEE Computer Society Bioinformatics Conf., 2003. (CSB'03 full paper, 18.5% accepted)
H. Yu, "General MC: Estimating Boundary of Positive Class from Small Positive Data", Proc. of IEEE Int. Conf. on Data Mining, 2003. (ICDM'03 short paper, 23.75% accepted)
H. Yu, J. Han & K. C.-C. Chang, "PEBL: Positive Example Based Learning for Web Page Classification Using SVM", Proc. of ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2002. (KDD'02 full paper, 14% accepted, received student scholarship award)
H. Yu, K. C.-C. Chang & J. Han, "Heterogeneous Learner for Web Page Classification", Proc. of IEEE Int. Conf. on Data Mining, 2002. (ICDM'02 full paper, 20% accepted)
D. A. Kauwell, J. Levin, H. Yu, Y. Lee, J. Ellen & A. Bahalla, "Does Visualization Improve Our Ability To Find And Learn From Internet Based Information?", Proc. of ACM SIGIR Int. Conf. on Research and Development in Information Retrieval, 2001. (SIGIR'01 demo)
D. A. Kauwell, J. Levin, Y. Lee & H. Yu, "Knowledge Construction With Visual Representations Of Distributed Information", Proc. of Int. World Wide Web Conf., 2000. (WWW'00 short paper)
D. A. Kauwell, J. Levin, Y. Lee, H. Yu & D. Schiff, In M. E. Benedict (Ed.), "Visualization of Web-Based Searches With Knowledge Construction Tools", Symp. on Human Interaction with Complex Systems, Global Interaction through Information Technology, 2000. (HICS'00)
H. Yu, A. Doan & J. Han, "Mining for Information Discovery on the Web: Overview and Illustrative Research", Intelligent Technologies - Advances in Agents, Data Mining, and Learning, N. Zhong (ed.), Springer-Velag, 2003.