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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
138
Downloads
1,147
Views
Citations
Is “Microeconomics” too Theoretical so That to Lead Managers, in General and Shipping Managers, in Particular, in Maximizing Company’s Profits?
(Articles)
Alexandros Markos Goulielmos
Modern Economy
Vol.15 No.11
, November 28, 2024
DOI:
10.4236/me.2024.1511060
77
Downloads
492
Views
Citations
Sycophancy and Objective Journalism
(Articles)
Bonachristus Umeogu
,
Ojiakor Ifeoma
Advances in Applied Sociology
Vol.2 No.3
, September 4, 2012
DOI:
10.4236/aasoci.2012.23022
8,486
Downloads
14,067
Views
Citations
Role of Examples and Interpretation of Results in Developing Multi-Objective Optimization Techniques
(Articles)
Chandra Sen
American Journal of Operations Research
Vol.10 No.4
, July 24, 2020
DOI:
10.4236/ajor.2020.104010
1,069
Downloads
2,456
Views
Citations
Multiple Imputation of Missing Data: A Simulation Study on a Binary Response
(Articles)
Jochen Hardt
,
Max Herke
,
Tamara Brian
,
Wilfried Laubach
Open Journal of Statistics
Vol.3 No.5
, October 9, 2013
DOI:
10.4236/ojs.2013.35043
8,778
Downloads
14,555
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
3,324
Downloads
4,492
Views
Citations
Farmers’ Ability to Pay for Irrigation Water in the Jordan Valley
(Articles)
Mohammad Tabieh
,
Emad Al-Karablieh
,
Amer Salman
,
Hussein Al-Qudah
,
Ahmad Al-Rimawi
,
Tala Qtaishat
Journal of Water Resource and Protection
Vol.7 No.15
, September 30, 2015
DOI:
10.4236/jwarp.2015.715095
3,441
Downloads
5,344
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
2,479
Downloads
3,944
Views
Citations
Generating Tree-Lists by Fusing Individual Tree Detection and Nearest Neighbor Imputation Using Airborne LiDAR Data
(Articles)
Joonghoon Shin
,
Hailemariam Temesgen
Open Journal of Forestry
Vol.8 No.4
, October 23, 2018
DOI:
10.4236/ojf.2018.84032
1,199
Downloads
2,728
Views
Citations
A Comparative Analysis of Generalized Estimating Equations Methods for Incomplete Longitudinal Ordinal Data with Ignorable Dropouts
(Articles)
Kago Edwin Ditlhong
,
Oscar Owino Ngesa
,
Abdalla Yusuf Kombo
Open Journal of Statistics
Vol.8 No.5
, September 18, 2018
DOI:
10.4236/ojs.2018.85051
1,537
Downloads
7,116
Views
Citations
This article belongs to the Special Issue on
Applied Statistics
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
828
Downloads
2,279
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
59
Downloads
398
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
100
Downloads
608
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
45
Downloads
366
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
25
Downloads
157
Views
Citations
A Multi-objective QoS Optimization with Fuzzy Based Parameter Setting for Real-Time Multicasting
(Articles)
Satyananda Champati Rai
,
Bijan Bihari Misra
,
Ajit Kumar Nayak
,
Rajib Mall
,
Sateesh Kumar Pradhan
International Journal of Communications, Network and System Sciences
Vol.3 No.6
, June 29, 2010
DOI:
10.4236/ijcns.2010.36071
5,045
Downloads
9,616
Views
Citations
Two Multi-Objective Genetic Algorithms for Finding Optimum Design of an I-beam
(Articles)
Ali Khazaee
,
Hossein Miar Naimi
Engineering
Vol.3 No.10
, October 21, 2011
DOI:
10.4236/eng.2011.310131
4,758
Downloads
8,280
Views
Citations
A Multi-Agent Intelligent Learning System: An Applicationwith a Pedagogical Agent and Learning Objects
(Articles)
Sánchez-Guerrero Lourdes
,
Laureano-Cruces Ana Lilia
,
Mora-Torres Martha
,
Ramírez-Rodríguez Javier
,
Silva-López Rafaela Blanca
Creative Education
Vol.4 No.7B
, July 19, 2013
DOI:
10.4236/ce.2013.47A2024
5,123
Downloads
7,879
Views
Citations
This article belongs to the Special Issue on
Higher Education
Multi Objective Load Shedding Framework
(Articles)
Atieh Delavari
,
Milad Nemati
,
Mohammad H. Moradi
Smart Grid and Renewable Energy
Vol.6 No.8
, August 31, 2015
DOI:
10.4236/sgre.2015.68022
4,844
Downloads
6,658
Views
Citations
The Forgotten Dimension: The Information Content of Objective Questions
(Articles)
Alan Dugdale
Creative Education
Vol.6 No.16
, September 16, 2015
DOI:
10.4236/ce.2015.616178
4,068
Downloads
5,077
Views
Citations
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