Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques /
"This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisher
| Main Authors: | , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
Hershey, PA : Information Science Reference,
2009
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| Subjects: | |
| Online Access: | https://link.gale.com/apps/pub/9781605663371/GVRL?u=utm |
| _version_ | 1796765660266627072 |
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| author | Marwala, Tshilidzi, 1971-, author 632768 Gale Group (Online service) 651863 |
| author_facet | Marwala, Tshilidzi, 1971-, author 632768 Gale Group (Online service) 651863 |
| author_sort | Marwala, Tshilidzi, 1971-, author 632768 |
| collection | OCEAN |
| description | "This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisher |
| first_indexed | 2024-03-05T17:27:41Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:609085 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:27:41Z |
| publishDate | 2009 |
| publisher | Hershey, PA : Information Science Reference, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6090852023-12-12T07:28:19ZComputational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / Marwala, Tshilidzi, 1971-, author 632768 Gale Group (Online service) 651863 software, multimedia Electronic books 631902 Hershey, PA : Information Science Reference,©20092009eng"This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisherIncludes bibliographical references and indexIntroduction to missing data -- Estimation of missing data using neural networks and genetic algorithms -- A hybrid approach to missing data: Bayesian neural networks, principal component analysis and genetic algorithms -- Maximum expectation algorithms for missing data estimation -- Missing data estimation using rough sets -- Support vector regression for missing data estimation -- Committee of networks for estimating missing data -- Online approaches to missing data estimation -- Missing data approaches to classification -- Optimization methods for estimation of missing data -- Estimation of missing data using neural networks and decision trees -- Control of biomedical system using missing data approaches -- Emerging missing data estimation problems: heteroskedasticity; dynamic programming and impact of missing data."This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisherStatistical decisionDecision support systems Computational intelligence Missing observations (Statistics) https://link.gale.com/apps/pub/9781605663371/GVRL?u=utmURN:ISBN:9781605663371Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Statistical decision Decision support systems Computational intelligence Missing observations (Statistics) Marwala, Tshilidzi, 1971-, author 632768 Gale Group (Online service) 651863 Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title | Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title_full | Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title_fullStr | Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title_full_unstemmed | Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title_short | Computational Intelligence for Missing Data Imputation, Estimation, and Management : Knowledge Optimization Techniques / |
| title_sort | computational intelligence for missing data imputation estimation and management knowledge optimization techniques |
| topic | Statistical decision Decision support systems Computational intelligence Missing observations (Statistics) |
| url | https://link.gale.com/apps/pub/9781605663371/GVRL?u=utm |
| work_keys_str_mv | AT marwalatshilidzi1971author632768 computationalintelligenceformissingdataimputationestimationandmanagementknowledgeoptimizationtechniques AT galegrouponlineservice651863 computationalintelligenceformissingdataimputationestimationandmanagementknowledgeoptimizationtechniques |