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Pang-Ning Tan

Papers on DiSC'04


Support Envelopes: A Technique for Exploring the Structure of Association Patterns

Exploiting a Support-based Upper Bound of Pearson's Correlation Coefficient for Efficiently Identifying Strongly Correlated Pairs

Publications


Note: Links lead to the DBLP on the Web.

Pang-Ning Tan

Jing Gao , Jianzhong Li , Zhaogong Zhang , Pang-Ning Tan: An Incremental Data Stream Clustering Algorithm Based on Dense Units Detection. PAKDD 2005 : 420-425

Michael Steinbach , Pang-Ning Tan, Vipin Kumar : Support envelopes: a technique for exploring the structure of association patterns. KDD 2004 : 296-305

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

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

Pang-Ning Tan, Rong Jin : Ordering patterns by combining opinions from multiple sources. KDD 2004 : 695-700

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

Aysel Ozgur , Pang-Ning Tan, Vipin Kumar : RBA: An Integrated Framework for Regression based on Association Rules. SDM 2004

Pang-Ning Tan, Vipin Kumar , Jaideep Srivastava : Selecting the right objective measure for association analysis. Inf. Syst. 29 (4): 293-313 (2004)

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

Michael Steinbach , Pang-Ning Tan, Vipin Kumar , Steven A. Klooster , Christopher Potter : Discovery of climate indices using clustering. KDD 2003 : 446-455

Pang-Ning Tan, Vipin Kumar , Jaideep Srivastava : Selecting the right interestingness measure for association patterns. KDD 2002 : 32-41

Vipin Kumar , Mahesh V. Joshi , Eui-Hong Han , Pang-Ning Tan, Michael Steinbach : High Performance Data Mining. VECPAR 2002 : 111-125

Pang-Ning Tan, Vipin Kumar : Discovery of Web Robot Sessions Based on their Navigational Patterns. Data Min. Knowl. Discov. 6 (1): 9-35 (2002)

Pang-Ning Tan, Vipin Kumar : Mining Indirect Associations in Web Data. WEBKDD 2001 : 145-166

Pang-Ning Tan, Hannah Blau , Steven A. Harp , Robert P. Goldman : Textual data mining of service center call records. KDD 2000 : 417-423

Pang-Ning Tan, Vipin Kumar , Jaideep Srivastava : Indirect Association: Mining Higher Order Dependencies in Data. PKDD 2000 : 632-637

Jaideep Srivastava , Robert Cooley , Mukund Deshpande , Pang-Ning Tan: Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data. SIGKDD Explorations 1 (2): 12-23 (2000)

Robert Cooley , Pang-Ning Tan, Jaideep Srivastava : Discovery of Interesting Usage Patterns from Web Data. WEBKDD 1999 : 163-182

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