Search Result "missing value imputation."


Research Article

Mathura (MBI) - A Novel Imputation Measure for Imputation of Missing Values in Medical Datasets

Journal: Recent Advances in Computer Science and Communications
Volume: 14 Issue: 5 Year: 2021 Page: 1358-1369
Author(s): B. Mathura Bai,N. Mangathayaru,B. Padmaja Rani,Shadi Aljawarneh

A Review on Missing Value Imputation Algorithms for Microarray Gene Expression Data

Journal: Current Bioinformatics
Volume: 9 Issue: 1 Year: 2014 Page: 18-22
Author(s): Kohbalan Moorthy,Mohd Saberi Mohamad,Safaai Deris

Research Article

A New Approach of Outlier-robust Missing Value Imputation for Metabolomics Data Analysis

Journal: Current Bioinformatics
Volume: 14 Issue: 1 Year: 2019 Page: 43-52
Author(s): Nishith Kumar,Md. Aminul Hoque,Md. Shahjaman,S.M. Shahinul Islam,Md. Nurul Haque Mollah

Missing Value Imputation and Estimation Methods for Arrhythmia Feature Selection Classification Using Machine Learning Algorithms

Ebook: Machine Learning Methods for Engineering Application Development
Volume: 1 Year: 2022
Author(s):
Doi: 10.2174/9879815079180122010013

Research Article

A Bicluster-Based Sequential Interpolation Imputation Method for Estimation of Missing Values in Microarray Gene Expression Data

Journal: Current Bioinformatics
Volume: 12 Issue: 2 Year: 2017 Page: 118-130
Author(s): Alamgir Hossain,Matangini Chattopadhyay,Samiran Chattopadhyay,Shilpi Bose,Chandra Das

General Research Article

Imputation of Ignorable and Non-ignorable Missing Values in Large Datasets Using ACO with Local Search

Journal: Current Bioinformatics
Volume: 13 Issue: 6 Year: 2018 Page: 645-654
Author(s): R. Devi Priya,R. Sivaraj

Research Article

DSAE-Impute: Learning Discriminative Stacked Autoencoders for Imputing Single-cell RNA-seq Data

Journal: Current Bioinformatics
Volume: 17 Issue: 5 Year: 2022 Page: 440-451
Author(s):

Review Article

An Overview of Algorithms and Associated Applications for Single Cell RNA-Seq Data Imputation

Journal: Current Genomics
Volume: 22 Issue: 5 Year: 2021 Page: 319-327
Author(s): Zarrin Basharat,Sania Majeed,Humaira Saleem,Ishtiaq Ahmad Khan,Azra Yasmin

Review Article

Different Approaches for Missing Data Handling in Fuzzy Clustering: A Review

Journal: Recent Advances in Electrical & Electronic Engineering
Volume: 13 Issue: 6 Year: 2020 Page: 833-846
Author(s): Sonia Goel,Meena Tushir

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