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Missing value estimation using clustering and deep learning within multiple imputation framework

Manar D. Samad, Sakib Abrar, Norou Diawara

2022Knowledge-Based Systems92 citationsDOIOpen Access PDF

Topics & Concepts

Missing dataImputation (statistics)Boosting (machine learning)Cluster analysisComputer scienceStatisticsGradient boostingArtificial intelligenceEnsemble learningArtificial neural networkRandom forestPattern recognition (psychology)Data miningMachine learningMathematicsStatistical Methods and Bayesian InferenceBayesian Methods and Mixture ModelsReliability and Agreement in Measurement
Missing value estimation using clustering and deep learning within multiple imputation framework | Litcius