Browsing by Subject "Support Vector Machines"
Now showing items 1-6 of 6
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(2019-08-20)The advancement in technology and computational power has enabled large amounts of data collection in real time, which has initiated the "Big Data" era. Big data analytics is playing an essential role in academy, business ...
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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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(Texas A&M University, 2005-11-01)With the advent of Advanced Traveler Information Systems (ATIS), short-term travel time prediction is becoming increasingly important. Travel time can be obtained directly from instrumented test vehicles, license plate ...
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(2018-07-16)Support Vector Machines are a class of machine learning algorithms with applications ranging from classification to regression and categorization. With the exponential increase in edge computing devices, there is a growing ...
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(2018-07-31)Road surface quality is an essential component of roadway infrastructure that leads to better driving standards and reduces risk of traffic accident. Traditional road condition monitoring systems fall short of current need ...
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(2017-07-26)Data Analytics for education is fast growing into an important part of higher learning institutions, which helps to improve student success rate and decision-making with regards to teaching methods, course selection, and ...