1 citations · 2 across the 4 of their papers we have counts for
4 papers
Analytical Solution of a Three-layer Network with a Matrix Exponential Activation Function
Kuo Gai, Shihua Zhang
In practice, deeper networks tend to be more powerful than shallow ones, but this has not been understood theoretically. In this paper, we find the analytical solution of a three-l…
Discovery of cancer common and specific driver gene sets
Junhua Zhang, Shihua Zhang
Cancer is known as a disease mainly caused by gene alterations. Discovery of mutated driver pathways or gene sets is becoming an important step to understand molecular mechanisms o…
Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
Wenwen Min, Juan Liu, Shihua Zhang
Molecular profiling data (e.g., gene expression) has been used for clinical risk prediction and biomarker discovery. However, it is necessary to integrate other prior knowledge lik…
Quantitative Function and Algorithm for Community Detection in Bipartite Networks
Zhenping Li, Rui-Sheng Wang, Shihua Zhang +1
Community detection in complex networks is a topic of high interest in many fields. Bipartite networks are a special type of complex networks in which nodes are decomposed into two…