Local Feature Map Construction from Non-Euclidean Relational Data by FCMdd-type Linear Fuzzy Clustering

Abstract

In this paper, the FCMdd-based linear fuzzy clustering method is applied to non-Euclidean relational data in conjunction with data transformation like NERF c-Means with the goal of constructing local feature map in each local area. Two experimental results are shown to demonstrate how the local feature map can be constructed considering local structures of non-Euclidean relational data.