UMATO: Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality Reduction

Hyeon Jeon, Kwon Ko, Soohyun Lee +5

Due to the intrinsic complexity of high-dimensional (HD) data, dimensionality reduction (DR) techniques cannot preserve all the structural characteristics of the original data. The…