Browsing by Subject "classification"
Now showing items 1-20 of 25
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(2012-07-16)With the advent of high-throughput genomic and proteomic technologies, in conjunction with the difficulty in obtaining even moderately sized samples, small-sample classifier design has become a major issue in the biological ...
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(2021-04-29)Microstructure of a material determines the transport, chemical and mechanical properties. Geological materials and geomaterials are imaged using microscopy tools. The microscopy images are analyzed to better understand ...
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(2018-09-27)
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(2020-07-23)Cotton Root Rot (CRR) is a severe cotton disease in Texas and the southwestern U.S. It kills cotton and other dicotyledonous plants so quickly that the death of the plant may be the first observable symptom. CRR cannot be ...
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(Texas A&M University, 2004-09-30)This thesis presents a methodology for data aggregation for capacity management. It is assumed that there are a very large number of products manufactured in a company and that every product is stored in the database with ...
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(Texas Agricultural Experiment Station, 1960)
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(2016-05-03)Endogenous fluorescence lifetime imaging microscopy (FLIM) provides a nondestructive means to interrogate the biochemical composition of biological tissues. Therefore, it has the potential to identify tissue pre-malignant ...
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(2019-04-04)Atherosclerosis is the leading cause of morbidity and mortality in the United States. It is a systemic and progressive disease process where the arterial wall thickens through inflammation, oxidative stress, and dyslipidemia. ...
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(2016-03-24)Frequent emergency department (ED) use has been studied for decades but frequent ED user subgroups have not been adequately studied, classified, and validated by the research community so designing clear, focused policies ...
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(Texas A&M University, 2007-09-17)The response of geological materials at the scale of meters and the response of buried targets of different shapes and sizes using controlled-source electromagnetic induction (CSEM) is investigated. This dissertation focuses ...
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(Texas A&M University, 2005-11-01)This study investigated the use of high resolution satellite imagery in research involving habitat selection, and movement patterns of white-tailed deer and cattle in a semi-arid landscape. Vegetation classification was ...
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(2012-10-19)Movement of growth faults, a type of normal fault which is formed during sedimentation and is characterized by having greater vertical thickness on the downthrown fault side, on barrier islands contributes to wetland losses. ...
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(2022-08-17)With the rapid expansion of big data in all science and engineering domains, the potential that lays behind these massive data is undoubtedly significant. Leveraging such information in an optimal way requires innovative ...
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(2020-07-21)Large-sample data became prevalent as data acquisition became cheaper and easier. While a large sample size has theoretical advantages for many statistical methods, it presents computational challenges either in the form ...
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(2023-08-07)Information gain-based approach is frequently used for exploration in human-machine systems where multiple robots aid a remotely located operator in classification. The amount of information and the marginal increment in ...
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(1986)The present study investigated the effects of alcohol consumption and music distraction on analytic vs. holistic processing using classification, concept learning, and embedded figures tests. Participants were male social ...
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(2018-04-26)The research area on the detection and classification of distracted driving is growing in importance as in-vehicle information systems such as navigation and entertainment displays, which introduce sources of distraction ...
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(2023-04-28)Identifying defects in a product’s security is a challenging task, despite the widespread publicity of vulnerabilities in the media and casual conversations. In reality, the process of assessing a product for security flaws ...
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(2012-07-16)Detection of targets in hyperspectral images is a specific case of one-class classification. It is particularly relevant in the area of remote sensing and has received considerable interest in the past few years. The thesis ...
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(2017-04-07)The Internet has become ubiquitous in our lives today. With its rapid adoption and widespread growth across the planet, it has drawn many research efforts that attempt to understand and characterize this complex system. ...