113 citations · 328 across the 16 of their papers we have counts for
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cs.CV2018★ 113 cited
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
We develop three efficient approaches for generating visual explanations from 3D convolutional neural networks (3D-CNNs) for Alzheimer's disease classification. One approach conduc…
cs.LG2018★ 20 cited
Global Model Interpretation via Recursive Partitioning
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
In this work, we propose a simple but effective method to interpret black-box machine learning models globally. That is, we use a compact binary tree, the interpretation tree, to e…