RobustSparseCorrelation

This is the R implementation of a robust correlation matrix estimator usefull in case of high-dimensional data to remove the bias. It also implement an adaptive thresholding technique based on cross validation tecnique to regularize the correlation matrix.

BMDx

RobustClusteringPatientSubtyping

MaNGA

MaNGA is a multi-niche/multi-objective genetic algorithm for QSAR modelling, that simultaneously enables stable feature selection as well as obtaining robust and validated regression models with maximized applicability domain.,

MVDA_package

Multi-view clustering methodology in which the information from different data layers (views) is integrated at the levels of the results of each single view clustering iterations.