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Full-Text Articles in Physical Sciences and Mathematics
A Study On Large-Scale Deep Learning In Bioinformatics And Biomedical Applications, Shayan Shams
A Study On Large-Scale Deep Learning In Bioinformatics And Biomedical Applications, Shayan Shams
LSU Doctoral Dissertations
Recent advances in Artificial Intelligence and deep learning have provided researchers in various fields insights into the analysis of multiple datasets. These applications include image analysis, text analysis, and many more. However, the effectiveness of deep learning in some areas, such as biomedical imaging and genomic research, has been overshadowed by the variance in the types and complexity of data. This is in addition to the expensive labeling process and the limited size of datasets in these fields. These challenges require advanced deep learning models capable of learning from a small dataset and also from a small number of labeled …
Geometric Problems In Robot Exploration, Wyatt Preston Clements
Geometric Problems In Robot Exploration, Wyatt Preston Clements
LSU Doctoral Dissertations
Robots are increasingly utilized to perform tasks in today's world. This has varied from vacuuming to building advanced structures. With robots being used for tasks such as these, new challenges are introduced. Problems that have been previously researched to be performed, either theoretically or implemented, need to be redesigned to be able to better handle these challenges. In this thesis, I will discuss multiple problems that have previously been researched and I have redesigned to be possible to be implemented by robots or that I have developed a new way for the robots to solve the problem. I focus on …