1 citations · 1 across the 2 of their papers we have counts for
4 papers
Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks
Christopher A. George, Eduardo A. Barrera, Kenric P. Nelson
We review three recently-proposed classifier quality metrics and consider their suitability for large-scale classification challenges such as applying convolutional neural networks…
Localized Compression: Applying Convolutional Neural Networks to Compressed Images
Christopher A. George, Bradley M. West
We address the challenge of applying existing convolutional neural network (CNN) architectures to compressed images. Existing CNN architectures represent images as a matrix of pixe…
Context Exploitation using Hierarchical Bayesian Models
Christopher A. George, Pranab Banerjee, Kendra E. Moore
We consider the problem of how to improve automatic target recognition by fusing the naive sensor-level classification decisions with "intuition," or context, in a mathematically p…
The Role-Relevance Model for Enhanced Semantic Targeting in Unstructured Text
Christopher A. George, Onur Ozdemir, Connie Fournelle +1
Personalized search provides a potentially powerful tool, however, it is limited due to the large number of roles that a person has: parent, employee, consumer, etc. We present the…