Yifeng Li
Yifeng Li
Department of Computer Science, Brock University
Verified email at - Homepage
Cited by
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A review on machine learning principles for multi-view biological data integration
Y Li, FX Wu, A Ngom
Briefings in bioinformatics 19 (2), 325-340, 2018
Deep feature selection: theory and application to identify enhancers and promoters
Y Li, CY Chen, WW Wasserman
Journal of Computational Biology 23 (5), 322-336, 2016
Enter the matrix: factorization uncovers knowledge from omics
GL Stein-O’Brien, R Arora, AC Culhane, AV Favorov, LX Garmire, ...
Trends in Genetics 34 (10), 790-805, 2018
The non-negative matrix factorization toolbox for biological data mining
Y Li, A Ngom
Source code for biology and medicine 8, 1-15, 2013
Genome-wide prediction of cis-regulatory regions using supervised deep learning methods
Y Li, W Shi, WW Wasserman
BMC bioinformatics 19, 1-14, 2018
Integrated transcriptome and hormone profiling highlight the role of multiple phytohormone pathways in wheat resistance against fusarium head blight
L Wang, Q Li, Z Liu, A Surendra, Y Pan, Y Li, LI Zaharia, T Ouellet, ...
PloS one 13 (11), e0207036, 2018
The identification of cis-regulatory elements: A review from a machine learning perspective
Y Li, C Chen, AM Kaye, WW Wasserman
Biosystems 138, 6-17, 2015
Sparse representation approaches for the classification of high-dimensional biological data
Y Li, A Ngom
BMC systems biology 7, 1-14, 2013
Non-negative matrix and tensor factorization based classification of clinical microarray gene expression data
Y Li, A Ngom
2010 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2010
Classification approach based on non-negative least squares
Y Li, A Ngom
Neurocomputing 118, 41-57, 2013
Nonnegative least-squares methods for the classification of high-dimensional biological data
Y Li, A Ngom
IEEE/ACM transactions on computational biology and bioinformatics 10 (2 …, 2013
YY1 binding association with sex-biased transcription revealed through X-linked transcript levels and allelic binding analyses
C Chen, W Shi, BP Balaton, AM Matthews, Y Li, DJ Arenillas, A Mathelier, ...
Scientific reports 6 (1), 37324, 2016
A new kernel non-negative matrix factorization and its application in microarray data analysis
Y Li, A Ngom
2012 IEEE Symposium on Computational Intelligence in Bioinformatics and …, 2012
The max-min high-order dynamic Bayesian network for learning gene regulatory networks with time-delayed regulations
Y Li, H Chen, J Zheng, A Ngom
IEEE/ACM transactions on computational biology and bioinformatics 13 (4 …, 2015
Data integration in machine learning
Y Li, A Ngom
2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2015
Exploring deep anomaly detection methods based on capsule net
X Li, I Kiringa, T Yeap, X Zhu, Y Li
Advances in Artificial Intelligence: 33rd Canadian Conference on Artificial …, 2020
A wrapper feature selection method based on simulated annealing algorithm for prostate protein mass spectrometry data
Y Li, Y Liu
2008 IEEE Symposium on Computational Intelligence in Bioinformatics and …, 2008
Deep evolutionary learning for molecular design
K Grantham, M Mukaidaisi, HK Ooi, MS Ghaemi, A Tchagang, Y Li
IEEE Computational Intelligence Magazine 17 (2), 14-28, 2022
The max-min high-order dynamic Bayesian network learning for identifying gene regulatory networks from time-series microarray data
Y Li, A Ngom
2013 IEEE symposium on computational intelligence in bioinformatics and …, 2013
Classification of clinical gene-sample-time microarray expression data via tensor decomposition methods
Y Li, A Ngom
Computational Intelligence Methods for Bioinformatics and Biostatistics: 7th …, 2011
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