| 2009 |
| 18 | EE | Gowtham Atluri,
Rohit Gupta,
Gang Fang,
Gaurav Pandey,
Michael Steinbach,
Vipin Kumar:
Association Analysis Techniques for Bioinformatics Problems.
BICoB 2009: 1-13 |
| 2008 |
| 17 | EE | Rohit Gupta,
Gang Fang,
Blayne Field,
Michael Steinbach,
Vipin Kumar:
Quantitative evaluation of approximate frequent pattern mining algorithms.
KDD 2008: 301-309 |
| 16 | EE | Shyam Boriah,
Vipin Kumar,
Michael Steinbach,
Christopher Potter,
Steven A. Klooster:
Land cover change detection: a case study.
KDD 2008: 857-865 |
| 15 | EE | Xindong Wu,
Vipin Kumar,
J. Ross Quinlan,
Joydeep Ghosh,
Qiang Yang,
Hiroshi Motoda,
Geoffrey J. McLachlan,
Angus F. M. Ng,
Bing Liu,
Philip S. Yu,
Zhi-Hua Zhou,
Michael Steinbach,
David J. Hand,
Dan Steinberg:
Top 10 algorithms in data mining.
Knowl. Inf. Syst. 14(1): 1-37 (2008) |
| 2007 |
| 14 | EE | Gaurav Pandey,
Michael Steinbach,
Rohit Gupta,
Tushar Garg,
Vipin Kumar:
Association analysis-based transformations for protein interaction networks: a function prediction case study.
KDD 2007: 540-549 |
| 13 | EE | Michael Steinbach,
Vipin Kumar:
Generalizing the notion of confidence.
Knowl. Inf. Syst. 12(3): 279-299 (2007) |
| 2006 |
| 12 | EE | Hui Xiong,
Gaurav Pandey,
Michael Steinbach,
Vipin Kumar:
Enhancing Data Analysis with Noise Removal.
IEEE Trans. Knowl. Data Eng. 18(2): 304-319 (2006) |
| 11 | EE | Hui Xiong,
Michael Steinbach,
Vipin Kumar:
Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
VLDB J. 15(4): 388-402 (2006) |
| 2005 |
| 10 | | Pang-Ning Tan,
Michael Steinbach,
Vipin Kumar:
Introduction to Data Mining
Addison-Wesley 2005 |
| 9 | EE | Hui Xiong,
Michael Steinbach,
Vipin Kumar:
Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
CIKM 2005: 355-356 |
| 8 | EE | Michael Steinbach,
Vipin Kumar:
Generalizing the Notion of Confidence.
ICDM 2005: 402-409 |
| 2004 |
| 7 | EE | Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar:
Support envelopes: a technique for exploring the structure of association patterns.
KDD 2004: 296-305 |
| 6 | EE | Michael Steinbach,
Pang-Ning Tan,
Hui Xiong,
Vipin Kumar:
Generalizing the notion of support.
KDD 2004: 689-694 |
| 5 | EE | Hui Xiong,
Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar:
HICAP: Hierarchical Clustering with Pattern Preservation.
SDM 2004 |
| 2003 |
| 4 | EE | Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar,
Steven A. Klooster,
Christopher Potter:
Discovery of climate indices using clustering.
KDD 2003: 446-455 |
| 3 | EE | Levent Ertöz,
Michael Steinbach,
Vipin Kumar:
Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data.
SDM 2003 |
| 2 | | Levent Ertöz,
Michael Steinbach,
Vipin Kumar:
Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach.
Clustering and Information Retrieval 2003: 83-104 |
| 2002 |
| 1 | EE | Vipin Kumar,
Mahesh V. Joshi,
Eui-Hong Han,
Pang-Ning Tan,
Michael Steinbach:
High Performance Data Mining.
VECPAR 2002: 111-125 |