MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract)
Laizhong Cui, Sudipta Acharya, Sumit Mishra, Yi Feng Pan, Joshua Zhexue Huang · 2023
Dimensionality reduction through feature selection becomes inevitable to overcome the problem of the Curse of dimensionality. In this article, we propose a feature (gene) selection method for high dimensional gene expression (GE) data through a Multi-objective optimization-based Multi-view Co-Clustering algorithm (named MMCo-Clus). A thorough comparative analysis with existing feature selection algorithms using external/internal evaluation metrics supports our proposed method’s potency.