Browsing by Author "Nguyen, Hien"
Now showing items 7-12 of 12
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Modeling user behavior to construct counter strategies
Hyde, Gregory (University of Wisconsin--Whitewater, 2019-08)We are working on the development of an adaptive learning framework addressing covariate shift, experienced in Behavioral Cloning (BC). BC user-modeling is a technique in which user-data, taken from observing a user’s ... -
A residual recurrent convolutional neural network for image superresolution with whole slide images
Lynch, Jesse (University of Wisconsin--Whitewater, 2019-04)Presented is a deep learning based computational approach to solve the problem of enhancing the resolution of images gained from commonly available low magnification scanners, also known as the image super-resolution (SR) ... -
Solving non-decomposable objectives using linear programming layers in general machine learning models : SVMs and deep neural networks
Woerishofer, Clint (University of Wisconsin - Whitewater, 2021-05)Many domain specific machine learning tasks require more fine tuning with respect to nondecomposable metrics to be effective. In many applications such as medical diagnosis and fraud detection, traditional loss measures ... -
Sub-linear algorithms for shortest unique substring and maximal unique matches
Senanayaka, Sanjeewa Bandara (University of Wisconsin--Whitewater, 2019-12)Living in an era where we produce quintillions of data on a daily basis means that there are many intriguing (possibly unrevealed) facts behind them. Some of the data that exists in large quantities is encountered in ... -
Superresolution recurrent convolutional neural networks for learning with multi-resolution whole slide images
Bui, Huu Dat (University of Wisconsin--Whitewater, 2018-11)A recurrent convolutional neural network is supervised machine learning way to process images that has both properties of convolutional and recurrent networks. We propose Convolutional Neural Network (CNN) based approach ... -
Web-based admission system for physical therapy graduate program
Nguyen, Hien (2008-07)Web-based applications are no doubt replacing a paper-based process in most of higher education activities. Web-based applications can help to improve the reliability and to reduce the processing time and cost. In graduate ...