HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING

Ph.D

Saved in:

Bibliographic Details
Main Author:	XU XIUQIN
Other Authors:	INSTITUTE OF DATA SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	High-dimensional, nonstationary, time series, functional data analysis, deep learning
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/226234
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-226234
record_format	dspace
spelling	sg-nus-scholar.10635-2262342022-05-31T18:00:35Z HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING XU XIUQIN INSTITUTE OF DATA SCIENCE Ying Chen High-dimensional, nonstationary, time series, functional data analysis, deep learning Ph.D DOCTOR OF PHILOSOPHY (NUSGS) 2022-05-31T18:00:35Z 2022-05-31T18:00:35Z 2022-01-05 Thesis XU XIUQIN (2022-01-05). HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/226234 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	High-dimensional, nonstationary, time series, functional data analysis, deep learning
spellingShingle	High-dimensional, nonstationary, time series, functional data analysis, deep learning XU XIUQIN HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
description	Ph.D
author2	INSTITUTE OF DATA SCIENCE
author_facet	INSTITUTE OF DATA SCIENCE XU XIUQIN
format	Theses and Dissertations
author	XU XIUQIN
author_sort	XU XIUQIN
title	HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
title_short	HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
title_full	HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
title_fullStr	HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
title_full_unstemmed	HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING
title_sort	high-dimensional nonstationary time series modeling with functional data analysis and deep learning
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/226234
_version_	1735491001501351936

HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING

Similar Items