Browsing by Subject "machine learning"
Now showing items 1-4 of 4
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Dissecting Convolutional Neural Networks
(East Carolina University, 2019-06-12)I examined the hidden layers of a convolutional neural network for MNIST handwritten digit classification. I found that it is possible to view how backpropagation affects nodes in the activation maps of hidden layers by ... -
Estuarine Shoreline Mapping using Object-based Ensemble Analysis, Aerial Imagery, and LiDAR: A Case Study in the Neuse River Estuary, NC
(East Carolina University, 2022-04-27)Estuarine shorelines are highly dynamic due to their unique geological history, wave and weather conditions, and human modifications to the shoreline. These interactions are heightened as sea level rise intensifies and ... -
Predicting Sex and Age Using Swipe-Gesture Data from a Mobile Device
(East Carolina University, 2022-05-09)Swipe-gestures are by far the most common way to interact with mobile devices such as phones, tablets, and even some computers. As touch-screen technology has improved, the possibility of obtaining high-quality swipe-gesture ...