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Uday kamath
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Deep learning improves antimicrobial peptide recognition
D Veltri, U Kamath, A Shehu
Bioinformatics 34 (16), 2740-2747, 2018
4452018
Deep learning for NLP and speech recognition
U Kamath, J Liu, J Whitaker
Springer, 2019
3882019
Explainable artificial intelligence: an introduction to interpretable machine learning
U Kamath, J Liu
Springer, 2021
1442021
Systems and methods for rapidly building, managing, and sharing machine learning models
C Hughes, T Estes, J Liu, C Brandon, U Kamath
US Patent 12,106,078, 2024
742024
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
712015
Effective automated feature construction and selection for classification of biological sequences
U Kamath, K De Jong, A Shehu
PloS one 9 (7), e99982, 2014
662014
Convolutional neural networks
U Kamath, J Liu, J Whitaker, U Kamath, J Liu, J Whitaker
Deep learning for NLP and speech recognition, 263-314, 2019
522019
PsychBERT: a mental health language model for social media mental health behavioral analysis
V Vajre, M Naylor, U Kamath, A Shehu
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
462021
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
442012
Transformers for machine learning: a deep dive
U Kamath, K Graham, W Emara
Chapman and Hall/CRC, 2022
372022
Boosted mean shift clustering
Y Ren, U Kamath, C Domeniconi, G Zhang
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
322014
Transfer learning: Domain adaptation
U Kamath, J Liu, J Whitaker, U Kamath, J Liu, J Whitaker
Deep learning for NLP and speech recognition, 495-535, 2019
242019
Bidirectional encoder representations from transformers (BERT)
U Kamath, KL Graham, W Emara
Transformers for Machine Learning, 43-70, 2022
212022
Using evolutionary computation to improve SVM classification
U Kamath, A Shehu, K De Jong
IEEE Congress on Evolutionary Computation, 1-8, 2010
172010
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
162014
Introduction to interpretability and explainability
U Kamath, J Liu
Explainable artificial intelligence: An introduction to interpretable …, 2021
122021
Quantifying explainability in nlp and analyzing algorithms for performance-explainability tradeoff
M Naylor, C French, S Terker, U Kamath
arXiv preprint arXiv:2107.05693, 2021
122021
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
112010
Parallel boosted clustering
Y Ren, U Kamath, C Domeniconi, Z Xu
Neurocomputing 351, 87-100, 2019
102019
Feature and kernel evolution for recognition of hypersensitive sites in DNA sequences
U Kamath, A Shehu, KA De Jong
Bio-Inspired Models of Network, Information, and Computing Systems: 5th …, 2012
92012
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