26 citations · 81 across the 9 of their papers we have counts for
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stat.ML2018★ 1 cited
A two-stage hybrid model by using artificial neural networks as feature construction algorithms
Yan Wang, Xuelei Sherry Ni, Brian Stone
We propose a two-stage hybrid approach with neural networks as the new feature construction algorithms for bankcard response classifications. The hybrid model uses a very simple ne…
stat.ML2018★ 8 cited
Influence of the Event Rate on Discrimination Abilities of Bankruptcy Prediction Models
Lili Zhang, Jennifer Priestley, Xuelei Ni
In bankruptcy prediction, the proportion of events is very low, which is often oversampled to eliminate this bias. In this paper, we study the influence of the event rate on discri…