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Pathway curator: an online webserver extracting genes and interactions from figures
(University of Missouri--Columbia, 2022)
and literature texts provide researchers with access to a huge number of new biological treatments. For general usage, these pathway maps should be logically ordered, coordinated, and converted into a computer-readable format. Currently, keeping up with the rapid...
Statistical inference in wireless sensor and mobile networks
(University of Missouri--Columbia, 2010)
In recent years, wireless sensor networks have emerged as a cost effective alternative to traditional wired sensor systems. In the meantime, mobile networks have also gained many momentums. The two emerging networks share many common features...
Increase students learning effectiveness and promote active learning in sexual health and body image through VR technology
(University of Missouri--Columbia, 2023)
included two groups of student's participants, with a group of students using the VR experience and the other group using slides and presentations. Before each of the learning sessions, a pretest collected students' baseline data. After the session...
User experience and robustness in social virtual reality applications
(University of Missouri--Columbia, 2020)
to maintain robustness and immersive user experience as a joint consideration to minimize disruption in service availability due to cyber attacks/faults. Specifically, effective modeling and real-time adaptation approaches need to be investigated to ensure...
Data mining and machine learning methods for chromosome conformation data analysis
(University of Missouri--Columbia, 2019)
in the field of genomics, and specifically, in the field of 3C data analysis. Three-dimensional inference involves the reconstruction of a genome's 3D structure or, in some cases, ensemble of structures from contact interaction frequencies extracted from a...
An interpretable protein localization prediction framework
(University of Missouri--Columbia, 2021)
insights and testable hypotheses. In this thesis, we propose MULocDeep, a general deep learning-based localization prediction framework. We designed a matrix layer in its architecture to reflect the hierarchical relationships of localization in cells...
Intelligent orchestration of computation and networking for drone swarm applications
(University of Missouri--Columbia, 2023)
aims to investigate a trans-formative co-design of localizing, computation offloading, and control networking in drone swarms that serve diverse application missions. The research goal is to first develop awareness models in terms of application...
Information fusion for robust detection of scarce features/objects in high resolution electro-optical satellite imagery
(University of Missouri--Columbia, 2021)
partitioned into a set of three 3-band images and then fusing the results using fuzzy integrals. We finally demonstrated that bounding-box object detection for SAM TELs could be improved by ensembling/fusing bounding-box results from multiple detectors using a...