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Hui Xiong

Papers on DiSC'06


IDR/QR: an incremental dimension reduction algorithm via QR decomposition

Publications


Note: Links lead to the DBLP on the Web.

Hui Xiong

Yaochun Huang , Hui Xiong, Weili Wu , Sam Yuan Sung : Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results. PAKDD 2006 : 552-556

Hui Xiong, Gaurav Pandey , Michael Steinbach , Vipin Kumar : Enhancing Data Analysis with Noise Removal. IEEE Trans. Knowl. Data Eng. 18 (2): 304-319 (2006)

Hui Xiong, Shashi Shekhar , Pang-Ning Tan , Vipin Kumar : TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. IEEE Trans. Knowl. Data Eng. 18 (4): 493-508 (2006)

Sam Yuan Sung , Yao Liu , Hui Xiong, Peter A. Ng : Privacy preservation for data cubes. Knowl. Inf. Syst. 9 (1): 38-61 (2006)

Hui Xiong, Michael Steinbach , Vipin Kumar : Privacy leakage in multi-relational databases via pattern based semi-supervised learning. CIKM 2005 : 355-356

Hui Xiong, Xiaofeng He , Chris H. Q. Ding , Ya Zhang , Vipin Kumar , Stephen R. Holbrook : Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. Pacific Symposium on Biocomputing 2005

Jieping Ye , Qi Li , Hui Xiong, Haesun Park , Ravi Janardan , Vipin Kumar : IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. IEEE Trans. Knowl. Data Eng. 17 (9): 1208-1222 (2005)

Yao Liu , Sam Yuan Sung , Hui Xiong, Peter A. Ng : Data Declustering with Replications. DASFAA 2004 : 682-693

Yaochun Huang , Hui Xiong, Weili Wu , Zhongnan Zhang : A Hybrid Approach for Mining Maixmal Hyperclique Patterns. ICTAI 2004 : 354-361

Hui Xiong, Shashi Shekhar , Pang-Ning Tan , Vipin Kumar : Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. KDD 2004 : 334-343

Jieping Ye , Qi Li , Hui Xiong, Haesun Park , Ravi Janardan , Vipin Kumar : IDR/QR: an incremental dimension reduction algorithm via QR decomposition. KDD 2004 : 364-373

Michael Steinbach , Pang-Ning Tan , Hui Xiong, Vipin Kumar : Generalizing the notion of support. KDD 2004 : 689-694

Hui Xiong, Shashi Shekhar , Yan Huang , Vipin Kumar , Xiaobin Ma , Jin Soung Yoo : A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. SDM 2004

Hui Xiong, Michael Steinbach , Pang-Ning Tan , Vipin Kumar : HICAP: Hierarchical Clustering with Pattern Preservation. SDM 2004

Yi Liu , H. Conrad Cunningham , Hui Xiong: The Architectural Design of FRUIT: A Family of Retargetable User Interface Tools. Software Engineering Research and Practice 2004 : 641-647

Yan Huang , Shashi Shekhar , Hui Xiong: Discovering Colocation Patterns from Spatial Data Sets: A General Approach. IEEE Trans. Knowl. Data Eng. 16 (12): 1472-1485 (2004)

Weili Wu , Hui Xiong, Shashi Shekhar : Clustering and Information Retrieval Kluwer 2003

Hui Xiong, Pang-Ning Tan , Vipin Kumar : Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM 2003 : 387-394

Jinmei Xu , Hui Xiong, Sam Yuan Sung , Vipin Kumar : A New Clustering Algorithm for Transaction Data via Caucus. PAKDD 2003 : 551-562

Yan Huang , Hui Xiong, Shashi Shekhar , Jian Pei : Mining Confident Colocation Rules without A Support Threshold. SAC 2003 : 497-501

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