1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CV2019★ 1 cited
Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning
Xiaowei Jia, Ankush Khandelwal, Vipin Kumar
This paper provides an overview of how recent advances in machine learning and the availability of data from earth observing satellites can dramatically improve our ability to auto…
cs.LG2017★ 1 cited
Discovery of Shifting Patterns in Sequence Classification
Xiaowei Jia, Ankush Khandelwal, Anuj Karpatne +1
In this paper, we investigate the multi-variate sequence classification problem from a multi-instance learning perspective. Real-world sequential data commonly show discriminative…
cs.LG2017
ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring
Ankush Khandelwal, Anuj Karpatne, Vipin Kumar
Many earth science applications require data at both high spatial and temporal resolution for effective monitoring of various ecosystem resources. Due to practical limitations in s…