Browsing by Subject "feature selection"
Now showing items 1-7 of 7
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(2016-04-08)Spectrometers are the cornerstone of analytical chemistry. Recent advances in microoptics manufacturing provide lightweight and portable alternatives to traditional spectrometers. In this dissertation, we developed a ...
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(2017-05-08)Affect is the psychological display of emotion often described with three principal dimensions: 1) valence 2) arousal and 3) dominance. This thesis work explores the ability of computers to recognize human emotions using ...
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(2012-08-15)Genetic data analysis has been capturing a lot of attentions for understanding the mechanism of the development and progressing of diseases like cancers, and is crucial in discovering genetic markers and treatment targets ...
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(2013-07-09)Classification problems arise in so many different parts of life – from sorting machine parts to diagnosing a disease. Humans make these classifications utilizing vast amounts of data, filtering observations for useful ...
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(2016-08-17)Aircraft guidance is dependent on various sensors which provide information on speed, altitude and location with respect to both the ground and the surrounding air. The pitot static system, global positioning system (GPS) ...
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(2020-04-02)Recently, sparse identification of nonlinear dynamics (SINDy) has delivered promising results in identifying interpretable models using data for various process systems. However, SINDy cannot completely comprehend the ...
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(Texas A&M University, 2007-09-17)High-throughput technologies for rapid measurement of vast numbers of biolog- ical variables offer the potential for highly discriminatory diagnosis and prognosis; however, high dimensionality together with small samples ...