Browsing Honors College by Subject "machine learning"

Now showing items 1-3 of 3

  • Dissecting Convolutional Neural Networks 

    Whitaker, Justin Daniel (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 ...

  • Machine Learning Techniques to Aid Breast Cancer Recurrence Prediction 

    Rose, Madison (East Carolina University, 2023-05-03)
    Breast cancer is a leading cause of cancer death and one of the most common cancers among women. Treatment looks different for every patient due to a variety of factors. One factor that can change a patient’s treatment ...

  • Predicting Sex and Age Using Swipe-Gesture Data from a Mobile Device 

    Davis, Storm Pierce (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 ...