Effective Automated Feature Construction and Selection for Classification of Biological Sequences

Open Access

Peer-reviewed

Research Article

Uday Kamath,

Affiliation Computer Science, George Mason University, Fairfax, Virginia, United States of America
⨯
Kenneth De Jong ,

* E-mail: kdejong@gmu.edu (KD); amarda@gmu.edu (AS)

Affiliations Computer Science, George Mason University, Fairfax, Virginia, United States of America, Krasnow Institute, George Mason University, Fairfax, Virginia, United States of America
⨯
Amarda Shehu

* E-mail: kdejong@gmu.edu (KD); amarda@gmu.edu (AS)

Affiliations Computer Science, George Mason University, Fairfax, Virginia, United States of America, Bioengineering, George Mason University, Fairfax, Virginia, United States of America, School of Systems Biology, George Mason University, Fairfax, Virginia, United States of America
⨯

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Alu elements
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Kernel methods
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Machine learning
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Nucleotide sequencing
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Sequence motif analysis
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Evolutionary algorithms
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