Identifying diagnosis-specific genotype–phenotype associations via joint multitask sparse canonical correlation analysis and classification
Motivation Brain imaging genetics studies the complex associations between genotypic data
such as single nucleotide polymorphisms (SNPs) and imaging quantitative traits (QTs). The …
such as single nucleotide polymorphisms (SNPs) and imaging quantitative traits (QTs). The …
State of art of PLS Regression for non quantitative data and in Big Data context
Y Al Marouni, Y Bentaleb - … of the 4th International Conference on …, 2021 - dl.acm.org
Partial Least Squares Regression (PLSR) is a data analysis method in high-dimensional
settings, it is used as a dimension reduction method and also as a tool of linear regression …
settings, it is used as a dimension reduction method and also as a tool of linear regression …