Subspace Outlier Detection in High Dimensional Data using Ensemble of PCA-based Subspaces. - Mahboobeh Riahi-Madvar; Babak Nasersharif; Ahmad Akbari Azirani (CSICC, 2021)

A new density-based subspace selection method using mutual information for high dimensional outlier detection. - Mahboobeh Riahi-Madvar; Ahmad Akbari Azirani; Babak Nasersharif; Bijan Raahemi (Knowl. Based Syst., 2021)

Subspace-based outlier detection using linear programming and heuristic techniques. - Mahboobeh Riahi-Madvar; Ahmad Akbari Azirani; Babak Nasersharif; Bijan Raahemi (Expert Syst. Appl., 2022)