82 citations · 99 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 82 cited
Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values
Talayeh Razzaghi, Oleg Roderick, Ilya Safro +1
This work is motivated by the needs of predictive analytics on healthcare data as represented by Electronic Medical Records. Such data is invariably problematic: noisy, with missin…
stat.ML2015★ 17 cited
Fast Imbalanced Classification of Healthcare Data with Missing Values
Talayeh Razzaghi, Oleg Roderick, Ilya Safro +1
In medical domain, data features often contain missing values. This can create serious bias in the predictive modeling. Typical standard data mining methods often produce poor perf…