Uday kamath
Title
Cited by
Cited by
Year
Deep learning improves antimicrobial peptide recognition
D Veltri, U Kamath, A Shehu
Bioinformatics 34 (16), 2740-2747, 2018
1122018
Effective automated feature construction and selection for classification of biological sequences
U Kamath, K De Jong, A Shehu
PloS one 9 (7), e99982, 2014
542014
Deep learning for NLP and speech recognition
U Kamath, J Liu, J Whitaker
Springer, 2019
452019
An evolutionary algorithm approach for feature generation from sequence data and its application to DNA splice site prediction
U Kamath, J Compton, R Islamaj-Doğan, KA De Jong, A Shehu
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (5 …, 2012
412012
Improving recognition of antimicrobial peptides and target selectivity through machine learning and genetic programming
D Veltri, U Kamath, A Shehu
IEEE/ACM transactions on computational biology and bioinformatics 14 (2 …, 2015
372015
Boosted mean shift clustering
Y Ren, U Kamath, C Domeniconi, G Zhang
Joint European conference on machine learning and knowledge discovery in …, 2014
162014
Using evolutionary computation to improve SVM classification
U Kamath, A Shehu, K De Jong
IEEE Congress on Evolutionary Computation, 1-8, 2010
152010
SAX-EFG: An evolutionary feature generation framework for time series classification
U Kamath, J Lin, K De Jong
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
142014
Selecting predictive features for recognition of hypersensitive sites of regulatory genomic sequences with an evolutionary algorithm
U Kamath, KA De Jong, A Shehu
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
102010
A spatial EA framework for parallelizing machine learning methods
U Kamath, J Kaers, A Shehu, KA De Jong
International Conference on Parallel Problem Solving from Nature, 206-215, 2012
82012
A two-stage evolutionary approach for effective classification of hypersensitive dna sequences
U Kamath, A Shehu, KA De Jong
Journal of bioinformatics and computational biology 9 (03), 399-413, 2011
82011
Feature and kernel evolution for recognition of hypersensitive sites in DNA sequences
U Kamath, A Shehu, KA De Jong
International Conference on Bio-Inspired Models of Network, Information, and …, 2010
82010
An analysis of a spatial ea parallel boosting algorithm
U Kamath, C Domeniconi, KA De Jong
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
72013
An evolutionary-based approach for feature generation: Eukaryotic promoter recognition
U Kamath, KA De Jong, A Shehu
2011 IEEE Congress of Evolutionary Computation (CEC), 277-284, 2011
72011
Convolutional Neural Networks
U Kamath, J Liu, J Whitaker
Deep Learning for NLP and Speech Recognition, 263-314, 2019
62019
A novel method to improve recognition of antimicrobial peptides through distal sequence-based features
D Veltri, U Kamath, A Shehu
2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2014
62014
Transfer learning: Domain adaptation
U Kamath, J Liu, J Whitaker
Deep learning for NLP and speech recognition, 495-535, 2019
52019
A new methodology for the GP theory toolbox
J Bassett, U Kamath, K De Jong
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
42012
Parallel boosted clustering
Y Ren, U Kamath, C Domeniconi, Z Xu
Neurocomputing 351, 87-100, 2019
32019
Systems and methods for rapidly building, managing, and sharing machine learning models
C Hughes, T Estes, J Liu, C Brandon, U Kamath
US Patent App. 16/613,301, 2020
22020
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