Browsing Department of Computer Science (MU) by Thesis Semester "2023 Summer"
Now showing items 1-5 of 5
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Advance : adversarial collaborative learning for detection and verification of artificially created examples
(University of Missouri--Columbia, 2023)Adversarial learning methods have gained significant popularity in generating deceptive yet convincingly authentic data. While these techniques have proven beneficial for advancing artificial intelligence, they also give ... -
Deep learning-based solutions for electron microscopy image analysis
(University of Missouri--Columbia, 2023)Electron microscopy (EM) enables capturing high resolution images of very small structures in biological and non-biological specimens such as membrane proteins, viruses, subcellular structures, nanoparticles, or material ... -
ETL automation and mixed reality live data visualization in an IoT system for smart buildings
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 8/1/2024] Data extraction and processing is an integral part of a complex IoT system. The data visualization interprets huge quantities of data into a graphical 2D and 3D visualization to make it easy to ... -
Protein contact distance and structure prediction driven by deep learning
(University of Missouri--Columbia, 2023)Proteins, fundamental building blocks of living organisms, play a crucial role in various biological processes. Understanding protein structure is essential for unraveling their functions and designing therapeutics. However, ... -
Tensor completion methods with provable consistency and fairness guarantees for recommender systems
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 8/1/2024] This thesis introduces novel consistency-based approaches for solving nonnegative/ positive matrix and tensor completion problems in the context of recommender systems. The proposed framework ...