University of Illinois at Urbana-Champaign
Assistant Professor
Education:
University of Michigan - Stephen M. Ross School of Business 2012 - 2017
Doctorates, Doctor of Philosophy, Philosophy
University of Michigan 2012 - 2014
Masters, Master of Arts, Economics
Fudan University 2008 - 2012
Bachelors, Bachelor of Science, Statistics
Skills:
Data Analysis Operations Management Empirical Research Supply Chain Management Social Network Analysis Causal Inference Project Management Statistics Matlab Stata R Latex
Peter Woolf - Ann Arbor MI, US Yixin Wang - San Diego CA, US
International Classification:
G06F019/00 G01N033/48 G01N033/50
US Classification:
702/020000, 435/440000
Abstract:
An embodiment of the invention provides a method and system for managing and analyzing information obtained from differential expression of genetic information in biological cells. Crisp input data are received from sets of expression data from control and treatment cell-derived samples representing a direction and a magnitude of regulation of each one of a higher number of different genes or proteins. The crisp input data are fuzzified to provide fuzzified values. A set of heuristic rules is applied to the fuzzified values to generate a predicted value of a data point C. The predicted value of the data point C is defuzzified. Finally, a confidence level of the predicted value of C is determined.