| Introduction to Data Mining PN Tan, M Steinbach, A Karpatne, V Kumar Financial Times Prentice Hall, 2016 | 19885 | 2016 |
| Web usage mining: Discovery and applications of usage patterns from web data J Srivastava, R Cooley, M Deshpande, PN Tan Acm Sigkdd Explorations Newsletter 1 (2), 12-23, 2000 | 3662 | 2000 |
| Selecting the right interestingness measure for association patterns PN Tan, V Kumar, J Srivastava Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002 | 1330 | 2002 |
| Selecting the right objective measure for association analysis PN Tan, V Kumar, J Srivastava Information Systems 29 (4), 293-313, 2004 | 795 | 2004 |
| Cluster analysis: basic concepts and algorithms PN Tan, M Steinbach, V Kumar Introduction to data mining 8, 487-568, 2006 | 585 | 2006 |
| Discovery of web robot sessions based on their navigational patterns PN Tan, V Kumar Data Mining and Knowledge Discovery 6 (1), 9-35, 2002 | 456 | 2002 |
| Data mining for network intrusion detection P Dokas, L Ertoz, V Kumar, A Lazarevic, J Srivastava, PN Tan Proc. NSF Workshop on Next Generation Data Mining, 21-30, 2002 | 446 | 2002 |
| Minds-minnesota intrusion detection system L Ertoz, E Eilertson, A Lazarevic, PN Tan, V Kumar, J Srivastava, P Dokas Next generation data mining, 199-218, 2004 | 342 | 2004 |
| Multistep-ahead time series prediction H Cheng, PN Tan, J Gao, J Scripps Pacific-Asia Conference on Knowledge Discovery and Data Mining, 765-774, 2006 | 303 | 2006 |
| Continental-scale comparisons of terrestrial carbon sinks estimated from satellite data and ecosystem modeling 1982–1998 C Potter, S Klooster, R Myneni, V Genovese, PN Tan, V Kumar Global and Planetary Change 39 (3-4), 201-213, 2003 | 290 | 2003 |
| Interestingness measures for association patterns: A perspective PN Tan, V Kumar | 285 | 2000 |
| Data mining cluster analysis: basic concepts and algorithms PN Tan, M Steinbach, V Kumar Introduction to data mining 487 (533), 58, 2013 | 274 | 2013 |
| Classification: basic concepts, decision trees, and model evaluation PN Tan, M Steinbach, V Kumar Introduction to data mining 1, 145-205, 2006 | 250 | 2006 |
| Discovery of interesting usage patterns from web data R Cooley, PN Tan, J Srivastava International Workshop on Web Usage Analysis and User Profiling, 163-182, 1999 | 240 | 1999 |
| Cross‐scale interactions: quantifying multi‐scaled cause–effect relationships in macrosystems PA Soranno, KS Cheruvelil, EG Bissell, MT Bremigan, JA Downing, ... Frontiers in Ecology and the Environment 12 (1), 65-73, 2014 | 232 | 2014 |
| kNN: k-nearest neighbors M Steinbach, PN Tan The top ten algorithms in data mining, 165-176, 2009 | 227 | 2009 |
| Hyperclique pattern discovery H Xiong, PN Tan, V Kumar Data Mining and Knowledge Discovery 13 (2), 219-242, 2006 | 226 | 2006 |
| Mining strong affinity association patterns in data sets with skewed support distribution H Xiong, PN Tan, V Kumar third IEEE international conference on data mining, 387-394, 2003 | 219 | 2003 |
| Converting output scores from outlier detection algorithms into probability estimates J Gao, PN Tan Sixth International Conference on Data Mining (ICDM'06), 212-221, 2006 | 210 | 2006 |
| Discovery of climate indices using clustering M Steinbach, PN Tan, V Kumar, S Klooster, C Potter Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003 | 197 | 2003 |
