Original Research
Published on 08 Jul 2021
A Benchmark for Data Imputation Methods
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2021.693674
- 62,809 views
- 219 citations
17 articles related to "Imputation Methods"
Articles
Methods
Published on 05 Feb 2019
Evaluating the Accuracy of Imputation Methods in a Five-Way Admixed Population
in Evolutionary and Population Genetics
Frontiers in Genetics
doi 10.3389/fgene.2019.00034
- 35,406 views
- 76 citations
Original Research
Published on 03 May 2022
NISC: Neural Network-Imputation for Single-Cell RNA Sequencing and Cell Type Clustering
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2022.847112
- 4,577 views
- 7 citations
Original Research
Published on 26 Aug 2020
An Imputation of First-Floor Elevation Data for the Avoided Loss Analysis of Flood-Mitigated Single-Family Homes in Louisiana, United States
in Construction Management
Frontiers in Built Environment
doi 10.3389/fbuil.2020.00138
- 4,060 views
- 17 citations
Original Research
Published on 13 Apr 2021
Deep Learning Enables Fast and Accurate Imputation of Gene Expression
in RNA
Frontiers in Genetics
doi 10.3389/fgene.2021.624128
- 7,825 views
- 18 citations
Review
Published on 15 Oct 2020
A Review of Integrative Imputation for Multi-Omics Datasets
in Statistical Genetics and Methodology
Frontiers in Genetics
doi 10.3389/fgene.2020.570255
- 23,743 views
- 118 citations
Original Research
Published on 26 Jan 2023
Ensemble averaging for categorical variables: Validation study of imputing lost data in 24-h recorded postures of inpatients
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2023.1094946
- 3,352 views
- 5 citations
Methods
Published on 02 Jul 2021
ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical Data
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2021.691274
- 7,584 views
- 11 citations
Methods
Published on 15 Sep 2021
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2021.693869
- 9,959 views
- 16 citations
Original Research
Published on 16 Mar 2026
Denoising autoencoder framework for reconstructing missing periodontal clinical records
in Systems Integration
Frontiers in Dental Medicine
doi 10.3389/fdmed.2026.1710316
- 201 views
Original Research
Published on 29 Mar 2021
A Reconstruction Method for Missing Data in Power System Measurement Based on LSGAN
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2021.651807
- 4,942 views
- 31 citations
Original Research
Published on 09 Feb 2022
Gated Recurrent Unit Coupled with Projection to Model Plane Imputation for the PM2.5 Prediction for Guangzhou City, China
in Atmosphere and Climate
Frontiers in Environmental Science
doi 10.3389/fenvs.2021.816616
- 4,547 views
- 14 citations
Original Research
Published on 21 Mar 2018
Optimized Use of Low-Depth Genotyping-by-Sequencing for Genomic Prediction Among Multi-Parental Family Pools and Single Plants in Perennial Ryegrass (Lolium perenne L.)
in Plant Genetics and Genomics
Frontiers in Plant Science
doi 10.3389/fpls.2018.00369
- 7,116 views
- 61 citations
Original Research
Published on 10 Mar 2020
Robust Machine Learning for Colorectal Cancer Risk Prediction and Stratification
in Medicine and Public Health
Frontiers in Big Data
doi 10.3389/fdata.2020.00006
- 15,497 views
- 66 citations
Clinical Trial
Published on 16 Mar 2023
Economic and health impacts of the Change4Life Food Scanner app: Findings from a randomized pilot and feasibility study
in Nutrition Methodology
Frontiers in Nutrition
doi 10.3389/fnut.2023.1125542
- 14,332 views
- 2 citations
Original Research
Published on 11 Mar 2026
Population-agnostic real-time molecular mismatch estimation using rSSO-defined HLA allele strings: minimal impact of allelic discordance with NGS
in Alloimmunity and Transplantation
Frontiers in Immunology
doi 10.3389/fimmu.2026.1781594
- 407 views