Ranga R. Vatsavai, Ph.D.
Affiliations: | 2008 | Computer Science | University of Minnesota, Twin Cities, Minneapolis, MN |
Area:
Computer ScienceGoogle:
"Ranga Vatsavai"Parents
Sign in to add mentor| Shashi Shekhar | grad student | 2008 | UMN | |
| (Machine learning algorithms for spatio-temporal data mining.) | ||||
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Publications
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| Karpatne A, Jiang Z, Vatsavai RR, et al. (2016) Monitoring land-cover changes: A machine-learning perspective Ieee Geoscience and Remote Sensing Magazine. 4: 8-21 |
| Sethi M, Yan Y, Rangarajan A, et al. (2015) Scalable machine learning approaches for neighborhood classification using very high resolution remote sensing imagery Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 2069-2078 |
| Vatsavai RR. (2015) A Scalable Complex Pattern Mining Framework for Global Settlement Mapping Proceedings - 2015 Ieee International Congress On Big Data, Bigdata Congress 2015. 514-521 |
| Chandola V, Vatsavai RR, Kumar D, et al. (2015) Analyzing Big Spatial and Big Spatiotemporal Data: A Case Study of Methods and Applications Handbook of Statistics. 33: 239-258 |
| Vatsavai RR. (2013) Object based image classification: State of the art and computational challenges Proceedings of the 2nd Acm Sigspatial International Workshop On Analytics For Big Geospatial Data, Bigspatial 2013. 73-79 |
| Shekar S, Agouris P, Vatsavai RR, et al. (2013) Preface to the eighth international workshop on spatial and spatio-temporal data mining Proceedings - Ieee 13th International Conference On Data Mining Workshops, Icdmw 2013. lxii-lxiii |
| Vatsavai RR, Chandola V, Klasky S, et al. (2012) Spatiotemporal data mining in the era of big spatial data: Algorithms and applications Proceedings of the 1st Acm Sigspatial International Workshop On Analytics For Big Geospatial Data, Bigspatial 2012. 1: 1-10 |
| Vatsavai RR. (2012) Modeling spatial dependencies and semantic concepts in data mining Acm International Conference Proceeding Series |
| Graesser J, Cheriyadat A, Vatsavai RR, et al. (2012) Image based characterization of formal and informal neighborhoods in an urban landscape Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5: 1164-1176 |
| Shekar S, Agouris P, Vatsavai RR, et al. (2012) Preface: International workshop on spatial and spatiotemporal data mining Proceedings - 12th Ieee International Conference On Data Mining Workshops, Icdmw 2012. liv-lv |