DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS

Ph.D

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Bibliographic Details
Main Author: PENG JIAXU
Other Authors: INFORMATION SYSTEMS & ANALYTICS
Format: Theses and Dissertations
Language:English
Published: 2020
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/176935
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-1769352020-10-01T13:26:51Z DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS PENG JIAXU INFORMATION SYSTEMS & ANALYTICS Jungpil Hahn missing values, missingness mechanism, not missing at random, Monte Carlo, transfer learning, predictive analytics Ph.D DOCTOR OF PHILOSOPHY (SOC) 2020-09-30T18:00:49Z 2020-09-30T18:00:49Z 2020-05-19 Thesis PENG JIAXU (2020-05-19). DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/176935 0000-0003-2907-388X en
institution National University of Singapore
building NUS Library
country Singapore
collection ScholarBank@NUS
language English
topic missing values, missingness mechanism, not missing at random, Monte Carlo, transfer learning, predictive analytics
spellingShingle missing values, missingness mechanism, not missing at random, Monte Carlo, transfer learning, predictive analytics
PENG JIAXU
DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
description Ph.D
author2 INFORMATION SYSTEMS & ANALYTICS
author_facet INFORMATION SYSTEMS & ANALYTICS
PENG JIAXU
format Theses and Dissertations
author PENG JIAXU
author_sort PENG JIAXU
title DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
title_short DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
title_full DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
title_fullStr DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
title_full_unstemmed DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
title_sort data analytics in complex data environments: methods towards missing values and dynamic data patterns
publishDate 2020
url https://scholarbank.nus.edu.sg/handle/10635/176935
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