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Michael Steinbach
2010 – today
- 2013
[j8]Jaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi: A graph-based approach to find teleconnections in climate data. Statistical Analysis and Data Mining 6(3): 158-179 (2013)- 2012
- [j7]Gang Fang, Gaurav Pandey, Wen Wang, Manish Gupta, Michael Steinbach, Vipin Kumar: Mining Low-Support Discriminative Patterns from Dense and High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 24(2): 279-294 (2012)
- [c32]Sanjoy Dey, Kelvin O. Lim, Gowtham Atluri, Angus W. MacDonald III, Michael Steinbach, Vipin Kumar: A pattern mining based integrative framework for biomarker discovery. BCB 2012: 498-505
- [c31]Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael Steinbach, Vipin Kumar: Importance of vegetation type in forest cover estimation. CIDU 2012: 71-78
- [c30]Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio: A new data mining framework for forest fire mapping. CIDU 2012: 104-111
- [c29]Gowtham Atluri, Sanjoy Dey, Gang Fang, Sean Landman, Vanja Paunic, Wen Wang, Michael Steinbach, Vipin Kumar: Invited: Discovering combinatorial biomarkers. ICCABS 2012: 1-2
- [c28]Vanja Paunic, Michael Steinbach, Vipin Kumar, Martin Maiers: Prediction of HLA Genes from SNP Data and HLA Haplotype Frequencies. ICDM Workshops 2012: 964-971
- 2011
- [j6]Varun Mithal, Ashish Garg, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio: Monitoring global forest cover using data mining. ACM TIST 2(4): 36 (2011)
- [c27]Jaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar: Data Guided Discovery of Dynamic Climate Dipoles. CIDU 2011: 30-44
- [c26]Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. CIDU 2011: 45-59
- [c25]Ashish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster: A Model-Free Time Series Segmentation Approach for Land Cover Change Detection. CIDU 2011: 144-158
- [c24]Jaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael Steinbach, Vipin Kumar: Anomaly Construction in Climate Data: Issues and Challenges. CIDU 2011: 189-203
- [c23]Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah: A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. CIDU 2011: 248-262
- [c22]Ashish Garg, Varun Mithal, Yashu Chamber, Ivan Brugere, Vijay Chaudhari, Marc Dunham, Vikrant Krishna, Sairam Krishnamurthy, Sruthi Vangala, Shyam Boriah, Michael Steinbach, Vipin Kumar, Albert Cho, J. D. Stanley, Teji Abraham, Juan Carlos Castilla-Rubio, Christopher Potter, Steven A. Klooster: Gopher: Global observation of Planetary Health and Ecosystem Resources. IGARSS 2011: 1449-1452
- [c21]Michael Steinbach, Haoyu Yu, Gang Fang, Vipin Kumar: Using Constraints to Generate and Explore Higher Order Discriminative Patterns. PAKDD (1) 2011: 338-350
- [c20]Jaya Kawale, Michael Steinbach, Vipin Kumar: Discovering Dynamic Dipoles in Climate Data. SDM 2011: 107-118
- [i1]Gang Fang, Wen Wang, Benjamin Oatley, Brian Van Ness, Michael Steinbach, Vipin Kumar: Characterizing Discriminative Patterns. CoRR abs/1102.4104 (2011)
- 2010
- [c19]Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: A Comparative Study Of Algorithms For Land Cover Change. CIDU 2010: 175-188
- [c18]Caitlin Race, Michael Steinbach, Auroop R. Ganguly, Fredrick H. M. Semazzi, Vipin Kumar: A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios. CIDU 2010: 204-212
- [c17]Shyam Boriah, Varun Mithal, Ashish Garg, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio: Automated detection of forest cover changes. IGARSS 2010: 44-47
- [c16]Gang Fang, Rui Kuang, Gaurav Pandey, Michael Steinbach, Chad L. Myers, Vipin Kumar: Subspace Differential Coexpression Analysis: Problem Definition and a General Approach. Pacific Symposium on Biocomputing 2010: 145-156
2000 – 2009
- 2009
- [j5]Hui Xiong, Michael Steinbach, Arifin Ruslim, Vipin Kumar: Characterizing pattern preserving clustering. Knowl. Inf. Syst. 19(3): 311-336 (2009)
- [c15]Gowtham Atluri, Rohit Gupta, Gang Fang, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Association Analysis Techniques for Bioinformatics Problems. BICoB 2009: 1-13
- [c14]Gaurav Pandey, Gowtham Atluri, Gang Fang, Rohit Gupta, Michael Steinbach, Vipin Kumar: Association analysis techniques for analyzing complex biological data sets. GENSiPS 2009: 1-4
- [c13]Gaurav Pandey, Gowtham Atluri, Michael Steinbach, Chad L. Myers, Vipin Kumar: An association analysis approach to biclustering. KDD 2009: 677-686
- [r1]Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou: Pattern Preserving Clustering. Encyclopedia of Data Warehousing and Mining 2009: 1505-1510
- 2008
- [j4]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)
- [c12]Gaurav Pandey, Lakshmi Naarayanan Ramakrishnan, Michael Steinbach, Vipin Kumar: Systematic Evaluation of Scaling Methods for Gene Expression Data. BIBM 2008: 376-381
- [c11]Rohit Gupta, Gang Fang, Blayne Field, Michael Steinbach, Vipin Kumar: Quantitative evaluation of approximate frequent pattern mining algorithms. KDD 2008: 301-309
- [c10]Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: Land cover change detection: a case study. KDD 2008: 857-865
- 2007
- [j3]Michael Steinbach, Vipin Kumar: Generalizing the notion of confidence. Knowl. Inf. Syst. 12(3): 279-299 (2007)
- [c9]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
- 2006
- [j2]Hui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Enhancing Data Analysis with Noise Removal. IEEE Trans. Knowl. Data Eng. 18(2): 304-319 (2006)
- [j1]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
- [b1]Pang-Ning Tan, Michael Steinbach, Vipin Kumar: Introduction to Data Mining. Addison-Wesley 2005, ISBN 0-321-32136-7
- [c8]Hui Xiong, Michael Steinbach, Vipin Kumar: Privacy leakage in multi-relational databases via pattern based semi-supervised learning. CIKM 2005: 355-356
- [c7]
- 2004
- [c6]Michael Steinbach, Pang-Ning Tan, Vipin Kumar: Support envelopes: a technique for exploring the structure of association patterns. KDD 2004: 296-305
- [c5]Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar: Generalizing the notion of support. KDD 2004: 689-694
- [c4]Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar: HICAP: Hierarchical Clustering with Pattern Preservation. SDM 2004
- 2003
- [p1]Levent Ertöz, Michael Steinbach, Vipin Kumar: Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach. Clustering and Information Retrieval 2003: 83-104
- [c3]Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter: Discovery of climate indices using clustering. KDD 2003: 446-455
- [c2]Levent Ertöz, Michael Steinbach, Vipin Kumar: Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. SDM 2003
- 2002
- [c1]Vipin Kumar, Mahesh V. Joshi, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach: High Performance Data Mining. VECPAR 2002: 111-125
Coauthor Index
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last updated on 2013-06-05 21:27 CEST by the dblp team