Browsing by Subject "Data mining"
Now showing items 1-5 of 5
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(2010-01-14)This dissertation presents an algorithm to solve optimization problems with "black-box" objective functions, i.e., functions that can only be evaluated by running a computer program. Such optimization problems often arise ...
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(2018-10-03)A large volume of gene expression data is being generated for studying mechanisms of various biological processes. These precious data enabled various computational analyses to speed up the understanding of biological ...
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(2021-01-12)Machine learning, especially the recent deep learning technique, has aroused significant development to various data mining applications, including recommender systems, misinformation detection, outlier detection, and ...
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(2020-04-15)Networks are widely adopted to represent the relations between objects in many disciplines. In real-world scenarios, nodes are often associated with a rich set of data describing their characteristics, such as social ...
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(Texas A&M University, 2007-04-25)Researchers have proposed frequent pattern mining algorithms that are more efficient than previous algorithms and generate fewer but more important patterns. Many techniques such as depth first/breadth first search, use ...