DATA ANALYTICS IN COMPLEX DATA ENVIRONMENTS: METHODS TOWARDS MISSING VALUES AND DYNAMIC DATA PATTERNS
Ph.D
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Language: | English |
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2020
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Online Access: | https://scholarbank.nus.edu.sg/handle/10635/176935 |
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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 |
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National University of Singapore |
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NUS Library |
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Singapore |
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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 |
_version_ |
1681102122623434752 |