引用次数
引用: 1,317
H-指数: 14
I10-指数 : 17
出版物: 56
SYSTEMS AND METHODS FOR RAPIDLY BUILDING, MANAGING, AND SHARING MACHINE LEARNING MODELS
Cory Hughes , Timothy Estes , John Liu , CARL Brandon
4
2020
A TWO-STAGE EVOLUTIONARY APPROACH FOR EFFECTIVE CLASSIFICATION OF HYPERSENSITIVE DNA SEQUENCES
UDAY KAMATH , AMARDA SHEHU , KENNETH A. DE JONG
Journal of Bioinformatics and Computational Biology 9 ( 3) 399 -413
6
2011
SYSTEMS AND METHODS FOR QUICKLY CREATING, MANAGING AND SHARING LEARNING MODELS
John Liu , Timothy ESTES , CARL Brandon , Cory HUGHES
2021
Systems and methods for rapidly building, managing, and sharing machine learning models
John Liu , Timothy ESTES , CARL Brandon , Cory HUGHES
2018
Feature and Kernel Evolution for Recognition of Hypersensitive Sites in DNA Sequences
Kenneth Jong , Uday Kamath , Amarda Shehu
Bio-Inspired Models of Network, Information, and Computing Systems. 5th International ICST Conference, BIONETICS 2010, Boston, USA, December 1-3, 2010, Revised Selected Papers
2012
A novel method to improve recognition of antimicrobial peptides through distal sequence-based features
Daniel Veltri , Uday Kamath , Amarda Shehu
bioinformatics and biomedicine 371 -378
3
2014
Parallel boosted clustering
Yazhou Ren , Uday Kamath , Carlotta Domeniconi , Zenglin Xu
Neurocomputing 351 87 -100
6
2019
A spatial EA framework for parallelizing machine learning methods
Uday Kamath , Johan Kaers , Amarda Shehu , Kenneth A. De Jong
parallel problem solving from nature 206 -215
7
2012
An evolutionary-based approach for feature generation: Eukaryotic promoter recognition
Uday Kamath , Kenneth A. De Jong , Amarda Shehu
congress on evolutionary computation 277 -284
4
2011
Using evolutionary computation to improve SVM classification
Uday Kamath , Amarda Shehu , Kenneth De Jong
IEEE Congress on Evolutionary Computation 1 -8
11
2010
EML: A Scalable, Transparent Meta-Learning Paradigm for Big Data Applications
Uday Kamath , Carlotta Domeniconi , Amarda Shehu , Kenneth De Jong
Innovations in Big Data Mining and Embedded Knowledge 35 -59
2
2019
SAX-EFG: an evolutionary feature generation framework for time series classification
Uday Kamath , Jessica Lin , Kenneth De Jong
genetic and evolutionary computation conference 533 -540
6
2014
Effective Automated Feature Construction and Selection for Classification of Biological Sequences
Uday Kamath , Kenneth De Jong , Amarda Shehu
PLOS ONE 9 ( 7)
38
2014
Deep Learning for NLP and Speech Recognition
Uday Kamath , John Liu , James Whitaker ,
Smpte Journal
188
2019
Basics of Deep Learning
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 141 -201
2019
Transfer Learning: Domain Adaptation
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 495 -535
2
2019
Transfer Learning: Scenarios, Self-Taught Learning, and Multitask Learning
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 463 -493
3
2019
Automatic Speech Recognition
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 369 -404
6
2019
Basics of Machine Learning
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 39 -86
2019
Recurrent Neural Networks
Uday Kamath , John Liu , James Whitaker , Uday Kamath
Deep Learning for NLP and Speech Recognition 315 -368
1
2019