Browsing by Author "Hougen, Dean"
Now showing items 41-49 of 49
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Statistical Anomaly Discovery Through Visualization
Xu, Chenguang (2023-05-12)Developing a deep understanding of data is a crucial part of decision-making processes. It often takes substantial time and effort to develop a solid understanding to make well-informed decisions. Data analysts often ... -
Theory-Guided Algorithm Design for Scalable Machine Learning
Cao, Yiting (2023-05-12)My thesis focuses on designing scalable machine learning algorithms leveraging theoretical advances in mathematics. In particular, I investigate two directions where scalability plays an important role: fair machine learning ... -
A time-aware LSTM approach to predict tumor size and survival month in non-small cell lung cancer
Kim, Changjae (2022-08-04)Recent advances in long short-term memory (LSTM) networks have enabled us to handle sequential and time-series data. However, some applications of LSTM networks in the healthcare domain have produced suboptimal performances, ... -
Translating Clojure to ACL2 for Verification
Ralston, Ryan (2016)Software spends a significant portion of its life-cycle in the maintenance phase and over 20\% of the maintenance effort is fixing defects. Formal methods, including verification, can reduce the number of defects in software ... -
Using Novelty Seeking Reward Evolution Strategies to Train Generative Adversarial Networks
Jabr, Khaled (2018-12-14)Generative Adversarial Networks (GANs) are a subclass of deep generative models that aim to implicitly learn to model a data distribution. While GANs have gained wide research attention, and achieved much success, when ... -
Video Outpainting using Conditional Generative Adverarial Networks
Maggia, Braiden (2021)Recent advancements in machine learning and neural networks have pushed the boundaries of what computers can achieve. Generative adversarial networks are a specific type of neural network that have proved wildly successful ... -
Visual Privacy Mitigation Strategies in Social Media Networks and Smart Environments
DeHart, Jasmine (2023-05-12)The contemporary use of technologies and environments has led to a vast collection and sharing of visual data, such as images and videos. However, the increasing popularity and advancements in social media platforms and ... -
Visualizing Data in Traditional Text Layouts with Application to Classical Latin
Rathnam, Jeyachandran (2017)Scholarship in linguistics, library science, journalism, and classics has long de- pended upon reading and analyzing text in traditional printed formats. Increasingly, manual and automatic text processing techniques are ... -
"You don't have to be a white male who was learning how to program since he was five:" Computer Use and Interest from Childhood to a Computing Degree
Collain, Mathilde (2018-12-14)For over three decades, researchers have been trying to understand why so few women enter STEM (Science, Technology, Engineering and Mathematics) fields, and in particular the field of computing. Some answers to this ...