Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
A genetic algorithm for generating fuzzy classification rules
Fuzzy Sets and Systems
An Introduction to Genetic Algorithms for Scientists and Engineers
An Introduction to Genetic Algorithms for Scientists and Engineers
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Are evolutionary algorithm competitions characterizing landscapes appropriately
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Neural networks versus genetic algorithms as medical classifiers
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Adaptive directed mutation for real-coded genetic algorithms
Applied Soft Computing
Evolutionary algorithm characterization in real parameter optimization problems
Applied Soft Computing
An organ allocation system for liver transplantation based on ordinal regression
Applied Soft Computing
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The purpose of this study is to determine the bioinformatics between breast tumors and DNA viruses. To extract significant factors for breast tumors, two methods - analysis of variance (ANOVA) and information measurement - are used; then, the results show that human papillomavirus (HPV) is not significant factor. Further, genetic algorithm (GA)-based data mining was submitted to obtain the rule between other DNA viruses and breast cancer/fibroadenoma. The GA rule shows that the effect of breast cancer includes {herpes simplex virus (HSV)-1 (-), human herpesvirus (HHV)-8 (-,+)}, {HSV-1(-)}, or {HHV-8(-)}, and that the effect of fibroadenoma includes {HSV-1(+), HHV-8(+)}, {HSV-1(+)}, or {HHV-8(+)}. Furthermore, the Mantel-Haenszel test shows that GA rules make a distinction between breast cancer and fibroadenoma. Finally, regarding diagnosis cost and accuracy, this study suggests that considering HSV-1 alone or with HHV-8 is optimal, but considering only HHV-8 yields less accurate results.