Browsing Department of Computer Science and Electrical Engineering (UMKC) by Thesis Semester "2022 Summer"
Now showing items 1-7 of 7
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A Hardware/Software Co-integration Approach for Securing Network Infrastructure using Reconfigurable Computing
(2022)In the last two decades, there has been a rapid proliferation of connected devices spanning various application domains. Coupled with the rise of novel computer networking paradigms, such as Internet-of-Things (IoT), edge ... -
A Method for Identification of Pancreatic Cancer through Methylation Signatures in Cell-Free DNA
(2022)Pancreatic cancer has high mortality rates in comparison to other cancers due to limited treatment options and challenges in detecting the disease. Early diagnosis is difficult; successful outcomes are directly tied to ... -
Decision Support System for Pull Requests Review Using Path-based Network Portrait Divergence and Visualization
(2022)Pull requests are widely used in open-source and industrial environments to contribute and assess contributions. Unlike the typical code review process, pull requests provide a more lightweight approach for committing, ... -
Deep Learning Based Point Cloud Processing and Compression
(2022)A point cloud is a 3D data representation that is becoming increasingly popular. Recent significant advances in 3D sensors and capturing techniques have led to a surge in the usage of 3D point clouds in virtual reality/augmented ... -
GraphEvo: Evaluating Software Evolution Using Machine Learning Based Call Graph Analytics And Network Portrait Divergence
(2022)Understanding software evolution is essential for software development tasks, including debugging, maintenance, and testing. Unfortunately, as software changes, it becomes more prominent and more complicated, which makes ... -
P2P Based Personalized Federated Learning for Collaborative Model Sharing and Inferencing
(2022)Existing Federated Learning (FL) relies primarily on client-server architecture to train a single global model utilizing various local datasets. There are ongoing initiatives to improve the present state of federated ... -
Pulse Generation, Shaping, and Optimization Solutions for Solid-State-Switch-Enabled High-Power Microwave Generation Systems
(2022)This work presents an ensemble of solid-state pulse power solutions and approaches for the compact and light-weight ultrawideband high-power microwave (HPM) application space. The semiconductor-based foundation overcomes ...