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Automatic Inference of Graph Models for Complex Networks with Genetic Programming
(Brock University, 2013-07-26)
Complex networks can arise naturally and spontaneously from all things that act as a part of a larger system. From the patterns of socialization between people to the way biological systems organize themselves, complex ...
Network Similarity Measures and Automatic Construction of Graph Models using Genetic Programming
(Brock University, 2014-09-05)
A complex network is an abstract representation of an intricate system of interrelated elements where the patterns of connection hold significant meaning. One particular complex network is a social network whereby the ...
Disease-Gene Association Using a Genetic Algorithm
(Brock University, 2014-10-09)
Understanding the relationship between genetic diseases and the genes associated with them is an important problem regarding human health. The vast amount of data created from a large number of high-throughput experiments ...
Object-Oriented Genetic Programming for the Automatic Inference of Graph Models for Complex Networks
Complex networks are systems of entities that are interconnected through meaningful relationships. The result of the relations between entities forms a structure that has a statistical complexity that is not formed by ...
Disease-Gene Association Using Genetic Programming
As a result of mutation in genes, which is a simple change in our DNA, we will have undesirable phenotypes which are known as genetic diseases or disorders. These small changes, which happen frequently, can have extreme ...