Fuzzy Linear Regression for Horizontally Partitioned Data

Abstract

The paper considers a situation when data for estimating a fuzzy linear regression is distributed horizontally between several clients. The regression should be estimated using the entire data set preserving the privacy of each client’s data. A protocol based on a transformational approach is proposed.