VCC-BPS: Vertical Collaborative Clustering using Bit Plane Slicing.

ABSTRACT: The vertical collaborative clustering aims to unravel the hidden structure of data (similarity) among different sites, which will help data owners to make a smart decision without sharing actual data. For example, various hospitals located in different regions want to investigate the structure of common disease among people of different populations to identify latent causes without sharing actual data with other hospitals. Similarly, a chain of regional educational institutions wants to evaluate their students' performance belonging to different regions based on common latent constructs. The available methods used for finding hidden structures are complicated and biased to perform collaboration in measuring similarity among multiple sites. This study proposes vertical collaborative cluster

SUBMITTER: Ishaq W 

PROVIDER: S-EPMC7799819 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature