BiXGBoost: a scalable, flexible boosting-based method for reconstructing gene regulatory networks

Author:

Zheng Ruiqing1,Li Min1,Chen Xiang1,Wu Fang-Xiang12,Pan Yi13,Wang Jianxin1

Affiliation:

1. School of Information Science and Engineering, Central South University, Changsha, China

2. Division of Biomedical Engineering, University of Saskatchewan, Saskatoon, Canada

3. Department of Computer Science, Georgia State University, Atlanta, GA, USA

Funder

National Natural Science Foundation of China

111 Project

Fundamental Research Funds for the Central Universities of Central South University

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

Reference42 articles.

1. Evolution of transcription factors and the gene regulatory network in Escherichia coli;Babu;Nucl. Acids Res.,2003

2. Random forests;Breiman;Mach. Learn.,2001

3. Mutual information relevance networks: functional genomic clustering using pairwise entropy measurements;Butte;Pac. Symp. Biocomput,2005

4. A review on the computational approaches for gene regulatory network construction;Chai;Comput. Biol. Med.,2014

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