A Global Learning with Local Preservation Method for Microarray Data Imputation

In this study, we propose a Global Learning with Local Preservation method (GL2P) for imputation of missing values in microarray data. GL2P consists of two components: a local similarity measurement module and a global weighted imputation module.

Source: Computers in Biology and Medicine - August 4, 2016 Category: Bioinformatics Authors: Ye Chen, Aiguo Wang, Huitong Ding, Xia Que, Yabo Li, Ning An, Lili Jiang Source Type: research