Uday K. Kamath, Ph.D.
Affiliations: | 2014 | Information Technology | George Mason University, Washington, DC |
Area:
Computer Science, Bioinformatics Biology, Information ScienceGoogle:
"Uday Kamath"Parents
Sign in to add mentor| Kenneth De Jong | grad student | 2014 | George Mason | |
| (An evolutionary machine learning framework for big data sequence mining.) | ||||
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Publications
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| Veltri D, Kamath U, Shehu A. (2018) Deep Learning Improves Antimicrobial Peptide Recognition. Bioinformatics (Oxford, England) |
| Veltri D, Kamath U, Shehu A. (2017) Improving Recognition of Antimicrobial Peptides and Target Selectivity through Machine Learning and Genetic Programming. Ieee/Acm Transactions On Computational Biology and Bioinformatics. 14: 300-313 |
| Kamath U, Domeniconi C, De Jong K. (2016) Theoretical and Empirical Analysis of a Spatial EA Parallel Boosting Algorithm. Evolutionary Computation |
| Kamath U, De Jong K, Shehu A. (2014) Effective automated feature construction and selection for classification of biological sequences. Plos One. 9: e99982 |
| Kamath U, Compton J, Islamaj-Doğan R, et al. (2012) An evolutionary algorithm approach for feature generation from sequence data and its application to DNA splice site prediction. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 9: 1387-98 |
| Kamath U, Shehu A, De Jong KA. (2011) A two-stage evolutionary approach for effective classification of hypersensitive DNA sequences. Journal of Bioinformatics and Computational Biology. 9: 399-413 |