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Pang-Ning Tan
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Publications
- 2019
- [b2]Pang-Ning Tan, Michael S. Steinbach, Anuj Karpatne, Vipin Kumar:
Introduction to Data Mining (Second Edition). Pearson 2019 - 2009
- [r4]Hui Xiong, Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou:
Pattern Preserving Clustering. Encyclopedia of Data Warehousing and Mining 2009: 1505-1510 - 2008
- [p1]Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Pang-Ning Tan, Christopher Potter, Steven A. Klooster:
Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining. Next Generation of Data Mining 2008 - 2006
- [j6]Hui Xiong, Pang-Ning Tan, Vipin Kumar:
Hyperclique pattern discovery. Data Min. Knowl. Discov. 13(2): 219-242 (2006) - [j4]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) - 2005
- [b1]Pang-Ning Tan, Michael S. Steinbach, Vipin Kumar:
Introduction to Data Mining. Addison-Wesley 2005, ISBN 0-321-32136-7 - 2004
- [j3]Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava:
Selecting the right objective measure for association analysis. Inf. Syst. 29(4): 293-313 (2004) - [c14]Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar:
Support envelopes: a technique for exploring the structure of association patterns. KDD 2004: 296-305 - [c13]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 - [c12]Michael S. Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar:
Generalizing the notion of support. KDD 2004: 689-694 - [c10]Aysel Ozgur, Pang-Ning Tan, Vipin Kumar:
RBA: An Integrated Framework for Regression based on Association Rules. SDM 2004: 210-221 - [c9]Hui Xiong, Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar:
HICAP: Hierarchical Clustering with Pattern Preservation. SDM 2004: 279-290 - [r1]Vipin Kumar, Pang-Ning Tan, Michael S. Steinbach:
Data Mining. Handbook of Data Structures and Applications 2004 - 2003
- [c8]Hui Xiong, Pang-Ning Tan, Vipin Kumar:
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM 2003: 387-394 - [c7]Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter:
Discovery of climate indices using clustering. KDD 2003: 446-455 - 2002
- [j2]Pang-Ning Tan, Vipin Kumar:
Discovery of Web Robot Sessions Based on their Navigational Patterns. Data Min. Knowl. Discov. 6(1): 9-35 (2002) - [c6]Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava:
Selecting the right interestingness measure for association patterns. KDD 2002: 32-41 - [c5]Vipin Kumar, Mahesh V. Joshi, Eui-Hong Han, Pang-Ning Tan, Michael S. Steinbach:
High Performance Data Mining. VECPAR 2002: 111-125 - 2001
- [c4]Pang-Ning Tan, Vipin Kumar:
Mining Indirect Associations in Web Data. WEBKDD 2001: 145-166 - 2000
- [c2]Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava:
Indirect Association: Mining Higher Order Dependencies in Data. PKDD 2000: 632-637
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