Geographic data mining and knowledge discovery HJ Miller, J Han CRC press, 2009 | 1390 | 2009 |
Spatial data mining S Shekhar, P Zhang, Y Huang Data mining and knowledge discovery handbook, 837-854, 2010 | 291 | 2010 |
Spatial contextual classification and prediction models for mining geospatial data S Shekhar, PR Schrater, RR Vatsavai, W Wu, S Chawla IEEE Transactions on Multimedia 4 (2), 174-188, 2002 | 244 | 2002 |
Spatiotemporal data mining in the era of big spatial data: algorithms and applications RR Vatsavai, A Ganguly, V Chandola, A Stefanidis, S Klasky, S Shekhar Proceedings of the 1st ACM SIGSPATIAL international workshop on analytics …, 2012 | 195 | 2012 |
Image based characterization of formal and informal neighborhoods in an urban landscape J Graesser, A Cheriyadat, RR Vatsavai, V Chandola, J Long, E Bright IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012 | 187 | 2012 |
A survey of single-scene video anomaly detection B Ramachandra, MJ Jones, RR Vatsavai IEEE transactions on pattern analysis and machine intelligence 44 (5), 2293-2312, 2020 | 169 | 2020 |
The role of citizen science in addressing grand challenges in food and agriculture research SF Ryan, NL Adamson, A Aktipis, LK Andersen, R Austin, L Barnes, ... Proceedings of the Royal Society B 285 (1891), 20181977, 2018 | 159 | 2018 |
Real-time simulation of power grid disruption SJ Fernandez, M Shankar, JJ Nutaro, Y Liu, AD Dimitrovski, ... US Patent App. 13/747,779, 2013 | 152 | 2013 |
Map cube: a visualization tool for spatial data warehouses S Shekhar, CT Lu, X Tan, S Chawla, R Vatsavai Geographic data mining and knowledge discovery 1, 74-110, 2001 | 148 | 2001 |
Monitoring land-cover changes: A machine-learning perspective A Karpatne, Z Jiang, RR Vatsavai, S Shekhar, V Kumar IEEE Geoscience and Remote Sensing Magazine 4 (2), 8-21, 2016 | 108 | 2016 |
Learning a distance function with a Siamese network to localize anomalies in videos B Ramachandra, M Jones, R Vatsavai Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020 | 90 | 2020 |
A gaussian process based online change detection algorithm for monitoring periodic time series V Chandola, RR Vatsavai Proceedings of the 2011 SIAM international conference on data mining, 95-106, 2011 | 85 | 2011 |
WMS and GML based interoperable web mapping system S Shekhar, RR Vatsavai, N Sahay, TE Burk, S Lime Proceedings of the 9th ACM international symposium on Advances in geographic …, 2001 | 73 | 2001 |
UMN-MapServer: A high-performance, interoperable, and open source web mapping and geo-spatial analysis system RR Vatsavai, S Shekhar, TE Burk, S Lime Geographic Information Science: 4th International Conference, GIScience 2006 …, 2006 | 72 | 2006 |
Multimodal deep learning based crop classification using multispectral and multitemporal satellite imagery KK Gadiraju, B Ramachandra, Z Chen, RR Vatsavai Proceedings of the 26th ACM SIGKDD International Conference on knowledge …, 2020 | 54 | 2020 |
A Web-based browsing and spatial analysis system for regional natural resource analysis and mapping RR Vatsavai, TE Burk, BT Wilson, S Shekhar Proceedings of the 8th ACM international symposium on Advances in geographic …, 2000 | 54 | 2000 |
Detecting magnetic ordering with atomic size electron probes JC Idrobo, J Rusz, J Spiegelberg, MA McGuire, CT Symons, RR Vatsavai, ... Advanced Structural and Chemical Imaging 2, 1-10, 2016 | 52 | 2016 |
Knowledge discovery from sensor data AR Ganguly, J Gama, OA Omitaomu, MM Gaber, RR Vatsavai CRC, 2008 | 48 | 2008 |
Unsupervised semantic labeling framework for identification of complex facilities in high-resolution remote sensing images RR Vatsavai, A Cheriyadat, S Gleason 2010 IEEE International Conference on Data Mining Workshops, 273-280, 2010 | 46 | 2010 |
Machine learning approaches for high-resolution urban land cover classification: a comparative study RR Vatsavai, E Bright, C Varun, B Budhendra, A Cheriyadat, J Grasser Proceedings of the 2nd international conference on computing for geospatial …, 2011 | 44 | 2011 |