Jun Zhang

ORCID: 0000-0003-0343-1239
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About
Contact & Profiles
Research Areas
  • Bioinformatics and Genomic Networks
  • Computational Drug Discovery Methods
  • Parkinson's Disease Mechanisms and Treatments
  • Gene expression and cancer classification
  • Protein Structure and Dynamics
  • Machine Learning in Bioinformatics
  • Ubiquitin and proteasome pathways
  • Microbial Metabolic Engineering and Bioproduction
  • Biotin and Related Studies

Anhui University
2024

Sichuan University
2022

Wuhan University of Technology
2021

Xiamen University
2012

Protein complexes are one most important kind of functional modules for biological processes in cells. In this regard, their detection is vital understanding the principle cell organization and function. A variety clustering algorithms have been developed to detect protein from protein-protein interaction (PPI) networks. However, them based on a certain criterion. Given fact that proteins should interact with each other rather than act independently, we reason upon interactions can better...

10.1109/tnse.2021.3109880 article EN IEEE Transactions on Network Science and Engineering 2021-09-03

10.5281/zenodo.7035741 article EN cc-by Zenodo (CERN European Organization for Nuclear Research) 2022-08-30

Parkinson's disease (PD) is a typical case of neurodegenerative disorder, which often impairs the sufferer's motor skills, speech, and other functions. Combination proteinprotein interaction (PPI) network analysis gene expression studies provides better insight disease. In our work computational approach was developed to identify protein signal in PD study. First, network-constrain regularization employed linear regression model for data from transgenic mouse models normal with Proteins...

10.1109/icasid.2012.6325320 article EN 2012-08-01
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