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cs.LG2023★ 9 cited
PIKS: A Technique to Identify Actionable Trends for Policy-Makers Through Open Healthcare Data
A. Ravishankar Rao, Subrata Garai, Soumyabrata Dey +1
With calls for increasing transparency, governments are releasing greater amounts of data in multiple domains including finance, education and healthcare. The efficient exploratory…
cs.LG2023★ 10 cited
Building predictive models of healthcare costs with open healthcare data
A. Ravishankar Rao, Subrata Garai, Soumyabrata Dey +1
Due to rapidly rising healthcare costs worldwide, there is significant interest in controlling them. An important aspect concerns price transparency, as preliminary efforts have de…
cs.LG2023★ 9 cited
A system for exploring big data: an iterative k-means searchlight for outlier detection on open health data
A. Ravishankar Rao, Daniel Clarke, Subrata Garai +1
The interactive exploration of large and evolving datasets is challenging as relationships between underlying variables may not be fully understood. There may be hidden trends and…