Uday Kamath

Deep learning improves antimicrobial peptide recognition

Daniel Veltri, Uday Kamath, Amarda Shehu · Bioinformatics · 2018 · 529 citations · Full text

Effective Automated Feature Construction and Selection for Classification of Biological Sequences

Uday Kamath, Kenneth De Jong, Amarda Shehu · PLoS ONE · 2014 · 70 citations · Full text

Improving Recognition of Antimicrobial Peptides and Target Selectivity through Machine Learning and Genetic Programming

Daniel Veltri, Uday Kamath, Amarda Shehu · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2015 · 56 citations

Engineering, Machine Learning, Antibacterial Activity +19

An Evolutionary Algorithm Approach for Feature Generation from Sequence Data and Its Application to DNA Splice Site Prediction

Uday Kamath, Jack Compton, Rezarta Islamaj et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2012 · 37 citations

Engineering, Machine Learning, Genetics +25

Using evolutionary computation to improve SVM classification

Uday Kamath, Amarda Shehu, Kenneth De Jong · 2010 · 12 citations

Artificial Intelligence, Engineering, Machine Learning +17