Browsing by Subject "principal component analysis"
Now showing items 1-10 of 10
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The rapid detection and assessment of bacterial infections is of critical significance in various settings. Currently, the “gold standard” for the quantification of bacterial species is Colonies Forming Units (CFU) counting, ...
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(2017-12-07)Current methods of production forecasting, such as Decline Curve Analysis and Rate Transient Analysis, require years of production data, and their accuracy is affected by the artificial choice of model parameters. ...
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(2019-06-13)The purpose of this research is to provide decision-makers of publicly managed landscapes with a systematized assessment of existing decision-support tools that can estimate environmental, social, and economic impacts. ...
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(Energy Systems Laboratory (http://esl.tamu.edu); Texas A&M University (http://www.tamu.edu), 2006)This paper presents a robust strategy based on a condition-based adaptive statistical method for automatic commissioning of measurement instruments typically employed in air-handling units (AHU). The multivariate statistic ...
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(Texas A&M University, 2004-09-30)The collection and interpretation of data is a critical component of traffic and transportation engineering used to establish baseline performance measures and to forecast future conditions. One important source of traffic ...
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(2012-10-19)Type Ia supernovae (SNe Ia) are currently the best probe of the expansion history of the universe. Their usefulness is due chiefly to their uniformity between supernovae (SNe). However, there are some slight variations ...
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(2020-06-26)Statistical process control is an integral set of techniques in chemical engineering that can help guarantee the effective operation of various engineering systems. A multitude of techniques have been and are still being ...
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(2022-07-25)We consider the problem of extracting joint and individual signals from multi-view data, that is, data collected from different sources on matched samples. We present two main contributions in this dissertation. The first ...
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(2020-04-24)When Hurricane Harvey struck Texas in 2017, bringing an unprecedented 102-155 cm of rain to the central and upper Gulf Coast areas and causing widespread flooding, an opportunity developed to conduct a citizen science ...
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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 ...