Fuzzy Deep Stack of Autoencoders for Dealing with Data Uncertainty

This paper addresses the problem of dealing with uncertainty on neural networks for the specific case of Autoencoders. The recently introduced concepts of 'Autoencoders' and 'Deep Stacks of Autoencoders' (DSAE) and their use for dimensionality reduction and data compression probl...

Full description

Bibliographic Details

Published in:	IEEE International Fuzzy Systems conference proceedings pp. 1 - 6
Main Authors:	Costa, Bruno, Jain, Jinesh
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2019
Subjects:	Feature extraction Fuzzy systems Neural networks Noise measurement Stacking Testing Uncertainty
ISSN:	1558-4739
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!