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Research article

First published 2023-10

The NEAT Equating Via Chaining Random Forests in the Context of Small Sample Sizes: A Machine-Learning Method

Zhehan Jiang, Yuting Han, Lingling Xu [...]

Educational and Psychological Measurement

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Research article

First published 2024-4

Deep Learning Imputation for Asymmetric and Incomplete Likert-Type Items

Zachary K. Collier, Minji Kong, Olushola Soyoye [...]

Journal of Educational and Behavioral Statistics

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Research article

First published 2025-6

Performance evaluation of machine learning-based imputation for missing data analysis in the R package VIM

Nina Niederhametner, Johannes Gussenbauer, Alexander Kowarik

Statistical Journal of the IAOS

Open access

Research article

First published 2025

Comparative study of imputation strategies to improve the sarcopenia prediction task

Shakhzod Karimov, Dilmurod Turimov, Wooseong Kim [...]

DIGITAL HEALTH

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Research article

First published 2005-11

Missing values imputation for cDNA microarray data using ranked covariance vectors

Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley

International Journal of Hybrid Intelligent Systems

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Research article

First published 2023-01-05

A clinical decision support system for heart disease prediction with ensemble two-fold classification framework

K. Saravana Kumar, S. Ramasubramanian

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-11

Imputing Time Series Pedestrian Volume Data With Consideration of Epidemiological-Environmental Variables

Amir Rafe, Patrick A. Singleton

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2014-7

Classification of atherosclerotic and non-atherosclerotic individuals using multiclass support vector machine

Paulraj Ranjith Kumar, Mohan Priya

Technology and Health Care

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Research article

First published 2023-06

Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice

Hamidreza Ahady Dolatsara, Ying-Ju Chen, Robert D. Leonard [...]

Big Data

Open access

Research article

First published 2025

Maternal perinatal risk factors and full-term neonatal early-onset sepsis: A novel prediction model based on machine learning

Chen Youmei, Lei Min, Chen Xiaoqing [...]

DIGITAL HEALTH

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