Research and applications: An information-gain approach to detecting three-way epistatic interactions in genetic association studies.
Ting HuYuanzhu Peter ChenJeff KiralisRyan L. CollinsChristian WejseGiorgio SirugoScott M. WilliamsJason H. MoorePublished in: J. Am. Medical Informatics Assoc. (2013)
Keyphrases
- information gain
- haplotype inference
- association studies
- text categorization
- genome wide
- decision trees
- entropy minimization
- chi squared
- feature selection
- mutual information
- linkage disequilibrium
- human genome
- single nucleotide polymorphisms
- naive bayes
- branch and bound algorithm
- answer set programming
- genetic algorithm
- correlation coefficient
- highly correlated
- data mining
- high throughput
- co occurrence
- feature space
- bayesian networks
- feature extraction