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Cheng Ye
Cheng Ye
Verified email at astrazeneca.com
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A review of biomedical datasets relating to drug discovery: A knowledge graph perspective
S Bonner, IP Barrett, C Ye, R Swiers, O Engkvist, A Bender, CT Hoyt, ...
Briefings in Bioinformatics 23 (6), bbac404, 2022
702022
Approximate von Neumann entropy for directed graphs
C Ye, RC Wilson, CH Comin, LF Costa, ER Hancock
Physical Review E 89 (5), 052804, 2014
682014
Understanding the performance of knowledge graph embeddings in drug discovery
S Bonner, IP Barrett, C Ye, R Swiers, O Engkvist, CT Hoyt, WL Hamilton
Artificial Intelligence in the Life Sciences 2, 100036, 2022
442022
Thermodynamic characterization of networks using graph polynomials
C Ye, CH Comin, TKDM Peron, FN Silva, FA Rodrigues, LF Costa, ...
Physical Review E 92 (3), 032810, 2015
362015
Modular Dynamics of Financial Market Networks
FN Silva, CH Comin, TK Peron, FA Rodrigues, C Ye, RC Wilson, ...
arXiv preprint arXiv:1501.05040, 2015
302015
Thermodynamics of time evolving networks
C Ye, A Torsello, RC Wilson, ER Hancock
Graph-Based Representations in Pattern Recognition: 10th IAPR-TC-15 …, 2015
242015
Concentric network symmetry
FN Silva, CH Comin, TKDM Peron, FA Rodrigues, C Ye, RC Wilson, ...
Information Sciences 333, 61-80, 2016
182016
Entropy and heterogeneity measures for directed graphs
C Ye, RC Wilson, CH Comin, L da F. Costa, ER Hancock
Similarity-Based Pattern Recognition: Second International Workshop, SIMBAD …, 2013
142013
Network analysis using entropy component analysis
C Ye, RC Wilson, ER Hancock
Journal of Complex Networks 6 (3), 404-429, 2018
92018
Thermodynamic Analysis of Time Evolving Networks
C Ye, R Wilson, L Rossi, A Torsello, E Hancock
Entropy 20 (10), 759, 2018
82018
Graph characterization from entropy component analysis
C Ye, RC Wilson, ER Hancock
2014 22nd International Conference on Pattern Recognition, 3845-3850, 2014
62014
A jensen-shannon divergence kernel for directed graphs
C Ye, RC Wilson, ER Hancock
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2016
52016
A knowledge graph-enhanced tensor factorisation model for discovering drug targets
C Ye, R Swiers, S Bonner, I Barrett
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (6 …, 2022
32022
Correlation network evolution using mean reversion autoregression
C Ye, RC Wilson, ER Hancock
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2016
32016
Predicting potential drug targets using tensor factorisation and knowledge graph embeddings
C Ye, R Swiers, S Bonner, I Barrett
arXiv e-prints, arXiv: 2105.10578, 2021
22021
Entropic Characterization and Time Evolution of Complex Networks
C Ye
University of York, 2016
22016
An entropic edge assortativity measure
C Ye, RC Wilson, ER Hancock
Graph-Based Representations in Pattern Recognition: 10th IAPR-TC-15 …, 2015
22015
The corrected gene proximity map for analyzing the 3D genome organization using Hi-C data
C Ye, A Paccanaro, M Gerstein, KK Yan
BMC bioinformatics 21 (1), 1-18, 2020
12020
Entropic graph embedding via multivariate degree distributions
C Ye, RC Wilson, ER Hancock
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2014
12014
Heterogeneity index for directed graphs
C Ye, RC Wilson, ER Hancock
Computer Analysis of Images and Patterns: 15th International Conference …, 2013
12013
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Articles 1–20