| A unified approach to detecting spatial outliers S Shekhar, CT Lu, P Zhang GeoInformatica 7, 139-166, 2003 | 330 | 2003 |
| Detecting graph-based spatial outliers: algorithms and applications (a summary of results) S Shekhar, CT Lu, P Zhang Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001 | 286 | 2001 |
| Spatial data mining S Shekhar, P Zhang, Y Huang Data mining and knowledge discovery handbook, 837-854, 2010 | 285 | 2010 |
| A framework for mining sequential patterns from spatio-temporal event data sets Y Huang, L Zhang, P Zhang IEEE Transactions on Knowledge and data engineering 20 (4), 433-448, 2008 | 185 | 2008 |
| Transformational context-aware data source management AAC Tsao, Y Cao, P Zhang US Patent 8,863,082, 2014 | 111 | 2014 |
| Detecting graph-based spatial outliers S Shekhar, CT Lu, P Zhang Intelligent Data Analysis 6 (5), 451-468, 2002 | 103 | 2002 |
| A unified approach to spatial outlier detection S Shekhar, CT Lu, P Zhang | 94 | 2001 |
| On the relationships between clustering and spatial co-location pattern mining Y Huang, P Zhang 2006 18th IEEE International Conference on Tools with Artificial …, 2006 | 88 | 2006 |
| Correlation analysis of spatial time series datasets: A filter-and-refine approach P Zhang, Y Huang, S Shekhar, V Kumar Pacific-Asia Conference on Knowledge Discovery and Data Mining, 532-544, 2003 | 83 | 2003 |
| Hierarchical photo organization using geo-relevance B Epshtein, E Ofek, Y Wexler, P Zhang Proceedings of the 15th annual ACM international symposium on Advances in …, 2007 | 64 | 2007 |
| Using promotion algorithms to support spatial searches G Kimchi, S Abileah, P Zhang, NM Faaland, J Schwartz, KD Cartier, ... US Patent App. 11/675,847, 2008 | 49 | 2008 |
| Exploiting a page-level upper bound for multi-type nearest neighbor queries X Ma, S Shekhar, H Xiong, P Zhang Proceedings of the 14th annual ACM international symposium on Advances in …, 2006 | 49 | 2006 |
| Discovery of patterns in earth science data using data mining P Zhang, MS Steinbach, V Kumar, S Shekhar, PN Tan, S Klooster, ... Next Generation of Data-Mining Applications, 167-187, 2005 | 43 | 2005 |
| Exploiting spatial autocorrelation to efficiently process correlation-based similarity queries P Zhang, Y Huang, S Shekhar, V Kumar Advances in Spatial and Temporal Databases: 8th International Symposium …, 2003 | 37 | 2003 |
| Data mining and visualization of twin-cities traffic data S Shekhar, C Lu, S Chawla, P Zhang | 35 | 2001 |
| Finding Sequential Patterns from Massive Number of Spatio-Temporal Events Y Huang, L Zhang, P Zhang Proceedings of the 2006 SIAM International Conference on Data Mining, 634-638, 2006 | 30 | 2006 |
| Data mining for selective visualization of large spatial datasets S Sekhar, CT Lu, P Zhang, R Liu 14th IEEE International Conference on Tools with Artificial Intelligence …, 2002 | 29 | 2002 |
| Understanding controls on historical river discharge in the world’s largest drainage basins C Potter, P Zhang, S Klooster, V Genovese, S Shekhar, V Kumar Earth Interactions 8 (2), 1-21, 2004 | 24 | 2004 |
| Two web-based spatial data visualization and mining systems: mapcube & mapview CT Lu, Y Kou, H Wang, S Shekhar, P Zhang, R Liu International Workshop on Next Generation Geospatial Information, Cambridge …, 2003 | 12 | 2003 |
| Spatial data mining: Accomplishments and research needs S Shekhar, P Zhang Keynote speech at GIScience 2004, 2004 | 10 | 2004 |
Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaVerified email at umn.edu
