Browsing by Subject "Support Vector Machine"
Now showing items 1-6 of 6
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(2020-07-15)There are many inverse modeling methods to model the whole building energy use. Multiple linear regression (MLR) and change-point liner regression (CPLR) have been some of the most common methods due to their intelligibility ...
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(2014-08-07)Every year 100,000 car crashes occur as a direct result of driver fatigue resulting in 1,550 deaths, 71,000 injuries, and $12.5 billion in losses as reported by the National Highway Traffic Safety Administration (NHTSA). ...
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(Texas A&M University, 2005-11-01)Functional data refer to data which consist of observed functions or curves evaluated at a finite subset of some interval. In this dissertation, we discuss statistical analysis, especially classification and regression ...
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(2018-08-02)The construction industry has been suffering from declining productivity since the 1950s. To tackle this issue, our industry has developed numerous productivity-tracking methods and systems. However, most of the existing ...
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(2016-07-26)While data analysis is one of the most important topics in diverse industries, multi-dimensional and heterogeneous reservoir data challenges reservoir engineers to analyze them. Analyzing such data is labor intensive and, ...
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A model to detect yawning in a video sequence from a regular camera is proposed. Landmark detectors are able to quickly and accurately estimate the pose of a face with various amounts of light and facial expressions. We ...