70 citations · 179 across the 19 of their papers we have counts for
Showing 2011Show all
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stat.ME2011★ 43 cited
Cluster Forests
Donghui Yan, Aiyou Chen, Michael I. Jordan
With inspiration from Random Forests (RF) in the context of classification, a new clustering ensemble method---Cluster Forests (CF) is proposed. Geometrically, CF randomly probes a…
stat.ME2011★ 6 cited
Statistical methods for tissue array images - algorithmic scoring and co-training
Donghui Yan, Pei Wang, Michael Linden +2
Recent advances in tissue microarray technology have allowed immunohistochemistry to become a powerful medium-to-high throughput analysis tool, particularly for the validation of d…
stat.ME2011★ 1 cited
Classification under Data Contamination with Application to Remote Sensing Image Mis-registration
Donghui Yan, Peng Gong, Aiyou Chen +1
This work is motivated by the problem of image mis-registration in remote sensing and we are interested in determining the resulting loss in the accuracy of pattern classification.…