Browsing by Subject "PCA"
Now showing items 1-18 of 18
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(2017-07-12)Drought is a recurrent natural hazard that has impacts on agriculture, hydrology, ecosystem, and social-economy. A comprehensive analysis of drought is valuable for drought assessment and mitigation. Oklahoma is a state ...
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(2018-05-08)Feed expenses are the largest driver of input cost in the beef industry, thus, increasing the genetic merit of beef cattle efficiency is an effective strategy to improve the environmental and economic sustainability of ...
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(2021-04-28)Cucumis melo L. is one of the most commercial and economical crops in the world with several health beneficial compounds as such carotenoids, amino acids, vitamins A and C, minerals and dietary fiber. In the first study, ...
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(2016-08-04)Integration and communication of diverse information into human health assessments is often challenging given the wide variety of data types and sources under consideration. In this study, several new approaches are utilized ...
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(Texas A&M University, 2005-11-01)This thesis presents an efficient and biologically informed 3D human body morphing technique through data-driven alteration of standardized 3D models. The anthropometric data is derived from a large empirical database and ...
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(2012-10-19)Storage and analysis of high-dimensional datasets are always challenging. Dimension reduction techniques are commonly used to reduce the complexity of the data and obtain the informative aspects of datasets. Principal ...
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(2009-05-15)From July 1, 1934, to November 1, 1968, the Production Code Administration (PCA) oversaw the creation of American motion pictures, in order to improve Hollywood’s moral standing. To assist in this endeavor, the studios ...
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(2022-07-10)Raman micro-spectroscopy is a powerful tool for biological studies. Low frequency (LF) Raman spectroscopy is useful for investigating the structure of molecular crystals. Intermolecular interactions and phonon resonances ...
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(Energy Systems Laboratory (http://esl.tamu.edu); Texas A&M University (http://www.tamu.edu), 2004)This paper presents strategies for detecting and diagnosing the chiller component faults and the sensor faults involved in chiller conditioning monitoring and control. The two strategies are used in series. One strategy diagnoses ...
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(2019-11-13)Effective and reliable fault detection and isolation (FDI) methods are essential for the efficient operation of industrial processes. This work has developed a data-driven algorithm called Enhanced Multi-Scale PCA (EMSPCA) ...
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Bacterial infections cause thousands of deaths every year. A method for fast, in situ detection of bacteria and confirmation of their live/dead status would be invaluable. Excitation-emission matrices (EEMs) and synchronous ...
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Objective: Identify if principle components analysis and multiple correspondence analysis are suitable dimension reduction techniques for the California Health Interview Survey. Identify which health risk behaviors, mental ...
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(2010-07-14)Principal components analysis (PCA) has been widely used as a statistical tool for the dimension reduction of multivariate data in various application areas and extensively studied in the long history of statistics. One ...
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(2015-09-28)The goal of this project is to develop a method for rapid and in situ identification of live and dead bacteria using absorption spectroscopy, emission spectroscopy, and principal component analysis. To achieve this goal, ...
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(2012-10-19)Gulf oysters are harvested and consumed year-round, with more than 90% consumed in a raw, unprocessed state. A chief concern of policymakers in recent years is the incidence of Vibrio vulnificus infection following raw ...
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(2015-09-03)Common navigation algorithms like A* or D* Lite rely on costs to determine an optimal path. Costs may incorporate distance, time, or energy consumption; however, they can include anything that affects travel along a path. ...
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(2009-05-15)This high-resolution biogeochemical study investigated spatial and temporal variability in the mixing interface zones within a wetland-aquifer system near a municipal landfill in the city of Norman, Oklahoma. Steep ...
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(Texas A&M University, 2007-04-25)Integrated circuits manufactured in current technology consist of millions of transistors with dimensions shrinking into the nanometer range. These small transistors have quiescent (leakage) currents that are increasingly ...