Dr Guiyuan Lei
University of Newcastle
Newcastle upon Tyne, United Kingdom

Calibayes CISBAN

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Research

Research Interests

Experiences

Publications

• Ph.D. dissertation

"Some Topics on Monte Carlo and Quasi-Monte Carlo Methods", 2003.

English version Chinese version

• Papers

• Amanda Greenall, Daniel Swan, Guiyuan Lei, et al, "A genome-wide analysis of the response to uncapped telomeres in budding yeast reveals a novel role for an NAD+ biosynthetic genes in telomere end protection.", in submission.

• Guiyuan Lei, Colin Gillespie, Darren Wilkinson and Richard Boys, "Technical Report: analysing Microarray data using BioConductor", Newcastle University, in preparation.

• Guiyuan Lei, Johan Björkegren and Jesper Tegnér, "An Efficient Algorithm for Identification of Gene Regulation with Bayesian Network Models", Submitted to Pattern Recognition Letters.

• Jose M. Peña, Guiyuan Lei and Jesper Tegnér, "Knowing the Functional Form of the Interactions Improves Learning Dynamic Bayesian Network Models of Gene Networks", Submitted to Bioinformatics.

• Guiyuan Lei and Jesper Tegnér, "Local structure repair for hill climbing search for the best Bayesian network", 5th International Conference on Systems Biology, Heidelberg, Germany, 2004.

• Guiyuan Lei, "Adaptive Random Search in Quasi-Monte Carlo Methods for Global Optimization", Computers and Mathematics with Applications, 43 (2002) 747-754.

• Guiyuan Lei, "Adaptive Quasi-Monte Carlo Method for Multiple-Extrema Optimization", Control Theory and Applications, 19 (2002) 431-434.

• Guiyuan Lei, "B-Splines Smoothed Rejection Sampling Method and Its Applications in Quasi-Monte Carlo Integration", Journal of Zhejiang University, 3 (2002) 339-343.