Browsing Computer Science electronic theses and dissertations (MU) by Thesis Semester "2022 Spring"
Now showing items 1-11 of 11
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Augmenting biological pathway extraction with synthetic data and active learning
(University of Missouri--Columbia, 2022)The corpus of biomedical literature is growing rapidly as many papers are recorded in PubMed every day. These papers often contain high-quality biological pathways in their figures/text, which are great resources for ... -
Deep learning methods for 360 monocular depth estimation and point cloud semantic segmentation
(University of Missouri--Columbia, 2022)Monocular depth estimation and point cloud segmentation are essential tasks for 3D scene understanding in computer vision. Depth estimation for omnidirectional images is challenging due to the spherical distortion issue ... -
Deployment pipeline development at scale: automating software as a service
(University of Missouri--Columbia, 2022)In recent years, adaptability has become the most important aspect of software. As technology companies grow, sustainable scalability and increased security become the main goals for developers, while the company's goals ... -
Detecting targeted data poisoning attacks on deep neural networks
(University of Missouri--Columbia, 2022)Deep neural networks (DNNs) are widely used for various facial image-recognition purposes, including facial recognition and subsequent authentication, and the detection of altered facial images. Unfortunately, due to their ... -
Explainable cohort discoveries driven by exploratory data mining and efficient risk pattern detection
(University of Missouri--Columbia, 2022)Finding small homogeneous subgroup cohorts in a large heterogeneous population is a critical process for hypothesis development within a broad range of applications, such as fraud detection, ad targeting, and geospatial ... -
Information management and security protection for internet of vehicles
(University of Missouri--Columbia, 2022)Considering the huge number of vehicles on the roads, the Internet of Vehicles is envisioned to foster a variety of new applications ranging from road safety enhancement to mobile entertainment. These new applications all ... -
Natural language models for protein predictions using anti-CRISPR as a case
(University of Missouri--Columbia, 2022)Acr proteins (Acrs) can inactivate the bacterial host's CRISPR-Cas defense system and promote bacteriophage infection. The discovery of Acr proteins creates a promising system to precisely control the CRISPR-Cas machinery ... -
Pathway curator: an online webserver extracting genes and interactions from figures
(University of Missouri--Columbia, 2022)In the biomedical literature, gene pathways are frequently included. Many high-quality gene pathways are illustrated in the form of visuals and text, making them valuable study tools for biological processes and precision ... -
Performance evaluation of text augmentation methods with BERT on imbalanced datasets
(University of Missouri--Columbia, 2022)Recently deep learning methods have achieved great success in understanding and analyzing text messages. In real-world applications, however, labeled text data are often small-sized and imbalanced in classes due to the ... -
Single and multi-object video tracking using local and deep architectures
(University of Missouri--Columbia, 2022)Moving object tracking is a fundamental computer vision task with a wide variety of real-life applications ranging from surveillance and autonomous systems to biomedical video analysis. A robust, accurate, scalable, and ... -
A study of type-2 fuzzy clustering
(University of Missouri--Columbia, 2022)Fuzzy C-means (FCM) has been a prominent clustering algorithm for a long time. It was extended to a type-2 framework by the linguistic fuzzy C-means (LFCM) algorithm that operates on vectors of fuzzy numbers utilizing the ...