Incomplete Data; Missing Values Imputation; Iterative Learning; Intension; Extension - Articles

Missing Values Imputation Based on Iterative Learning (Articles)

Huaxiong Li

International Journal of Intelligence Science Vol.3 No.1A, March 29, 2013

DOI: 10.4236/ijis.2013.31A006 4,809 Downloads 8,240 Views Citations
This article belongs to the Special Issue on Knowledge Discovery
Copy Mean: A New Method to Impute Intermittent Missing Values in Longitudinal Studies (Articles)

Christophe Genolini, René Écochard, Hélène Jacqmin-Gadda

Open Journal of Statistics Vol.3 No.4A, August 23, 2013

DOI: 10.4236/ojs.2013.34A004 6,674 Downloads 11,065 Views Citations
This article belongs to the Special Issue on Medical Studies in Statistics
Missing Data Handling: A Comprehensive Review, Taxonomy, and Comparative Evaluation (Articles)

Ikram Chourib

Journal of Computer and Communications Vol.13 No.6, June 19, 2025

DOI: 10.4236/jcc.2025.136006 158 Downloads 1,361 Views Citations
Missing Data Imputation: A Comprehensive Review (Articles)

Majed Alwateer, El-Sayed Atlam, Mahmoud Mohammed Abd El-Raouf, Osama A. Ghoneim, Ibrahim Gad

Journal of Computer and Communications Vol.12 No.11, November 11, 2024

DOI: 10.4236/jcc.2024.1211004 977 Downloads 9,268 Views Citations
KAN-Transformer Fusion with Mixture of Experts for Temporal Imputation of Spatiotemporal Air Pollution Data (Articles)

Jiawen Ding

Journal of Computer and Communications Vol.14 No.3, March 26, 2026

DOI: 10.4236/jcc.2026.143009 37 Downloads 244 Views Citations
Comparative Study of Four Methods in Missing Value Imputations under Missing Completely at Random Mechanism (Articles)

Michikazu Nakai, Ding-Geng Chen, Kunihiro Nishimura, Yoshihiro Miyamoto

Open Journal of Statistics Vol.4 No.1, January 27, 2014

DOI: 10.4236/ojs.2014.41004 5,986 Downloads 10,355 Views Citations
Study on the Missing Data Mechanisms and Imputation Methods (Articles)

Abdullah Z. Alruhaymi, Charles J. Kim

Open Journal of Statistics Vol.11 No.4, August 11, 2021

DOI: 10.4236/ojs.2021.114030 1,230 Downloads 7,145 Views Citations
Evaluating Utility of Machine Learning-Based Imputation Methods to Account for Attrition in Multi-Stage Epilepsy Prevalence Surveys (Articles)

Daniel M. Mwanga, Isaac C. Kipchirchir, George O. Muhua, Charles R. Newton, Damazo T. Kadengye

Open Journal of Statistics Vol.15 No.3, June 30, 2025

DOI: 10.4236/ojs.2025.153018 109 Downloads 683 Views Citations
Evaluating Methods for Dealing with Missing Outcomes in Discrete-Time Event History Analysis: A Simulation Study (Articles)

Shahab Jolani, Nils L. M. van de Ven, Maryam Safarkhani, Mirjam Moerbeek

Open Journal of Statistics Vol.11 No.1, January 14, 2021

DOI: 10.4236/ojs.2021.111003 825 Downloads 3,041 Views Citations
Using Statistical Learning to Treat Missing Data: A Case of HIV/TB Co-Infection in Kenya (Articles)

Joshua O. Mwaro, Linda Chaba, Collins Odhiambo

Journal of Data Analysis and Information Processing Vol.8 No.3, July 31, 2020

DOI: 10.4236/jdaip.2020.83007 847 Downloads 2,346 Views Citations
Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey (Articles)

Qiyuan Pan, Rong Wei

Applied Mathematics Vol.7 No.10, June 15, 2016

DOI: 10.4236/am.2016.710093 2,504 Downloads 4,015 Views Citations
Derivation of Imputation Estimators for ARMA Models with GARCH Innovations (Articles)

Merary Kipkogei, Arori Wilfred Omwansa, Otieno Joyce Akinyi

Open Access Library Journal Vol.12 No.2, February 27, 2025

DOI: 10.4236/oalib.1112978 62 Downloads 434 Views Citations
Load Disturbance Conditions for Current Error Feedback and Past Error Feedforward State-Feedback Iterative Learning Control (Articles)

Athari Alotaibi, Asmaa Alkandri, Muhammad Alsubaie

Intelligent Control and Automation Vol.12 No.2, May 25, 2021

DOI: 10.4236/ica.2021.122004 390 Downloads 1,275 Views Citations
A New Integrated Fuzzifier Evaluation and Selection (NIFEs) Algorithm for Fuzzy Clustering (Articles)

Chanpaul Jin Wang, Hua Fang, Sun Kim, Ann Moormann, Honggang Wang

Journal of Applied Mathematics and Physics Vol.3 No.7, June 30, 2015

DOI: 10.4236/jamp.2015.37098 3,346 Downloads 4,574 Views Citations
An Upper Limit for Iterative Learning Control Initial Input Construction Using Singular Values (Articles)

Naser Alajmi, Ali Alobaidly, Mubarak Alhajri, Salem Salamah, Muhammad Alsubaie

Intelligent Control and Automation Vol.8 No.3, July 21, 2017

DOI: 10.4236/ica.2017.83012 1,067 Downloads 2,085 Views Citations
Comparative Study of Imputation Methods for Weather Forecasting Systems in the Adamawa Region, Cameroon (Articles)

Salomon Mba Tene, Vivient Corneille Kamla

International Journal of Intelligence Science Vol.16 No.1, January 9, 2026

DOI: 10.4236/ijis.2026.161006 60 Downloads 443 Views Citations
Planned Macroeconomics (Articles)

Jiancheng Liu

Open Access Library Journal Vol.3 No.3, March 23, 2016

DOI: 10.4236/oalib.1102561 1,039 Downloads 2,349 Views Citations
AQUA Satellite Data and Imputation of Geopotential Height: A Case Study for Pakistan (Articles)

Usman Saleem, Mian Sohail Akram, Muhammad Fahad Ullah, Faisal Rehman, Muhammad Riaz Khan

Open Journal of Geology Vol.8 No.10, September 26, 2018

DOI: 10.4236/ojg.2018.810060 831 Downloads 1,991 Views Citations
On the Order Form of the Fundamental Theorems of Asset Pricing (Articles)

Christos E. Kountzakis

Journal of Mathematical Finance Vol.4 No.4, August 18, 2014

DOI: 10.4236/jmf.2014.44019 3,236 Downloads 4,544 Views Citations
Revealing GE Interactions from Trial Data without Replications (Articles)

Jixiang Wu, Johnie Jenkins, Jack C. McCarty

Open Journal of Statistics Vol.9 No.3, June 30, 2019

DOI: 10.4236/ojs.2019.93027 667 Downloads 1,495 Views Citations

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