Browsing Computer Science electronic theses and dissertations (MU) by Thesis Advisor "Shang, Yi"
Now showing items 1-5 of 5
-
Computer vision for plant and animal inventory
(University of Missouri--Columbia, 2021)The population, composition, and spatial distribution of the plants and animals in certain regions are always important data for natural resource management, conservation and farming. The traditional ways to acquire such ... -
Conversation understanding and realistic artificial crash data generation with deep learning
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] This dissertation focuses on conversation understanding and realistic crash data generation with deep learning. Conversation understanding includes conversational outcome, formality, and politeness ... -
New deep learning methods for small to medium object detection in images
(University of Missouri--Columbia, 2023)The growing application of unmanned aerial vehicles (UAVs) for remote sensing has prompted the need for advanced techniques to process the vast amounts of aerial imagery they collect. Convolutional Neural Networks (CNNs) ... -
New methods for protein structure prediction using machine learning and deep learning
(University of Missouri--Columbia, 2022)Computational protein structure prediction is one of the most challenging problems in bioinformatics area. Due to the widespread use of sampling-and-selection strategy, protein model quality assessment became important. ... -
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 ...