Comparison of Imputation Methods for Activated Sludge Data: A Case Study on Imputing Missing Data
The activated sludge process is pivotal in wastewater treatment, with ongoing research into its process control methods. Modeling treatment plants aids in analyzing relationships among variables, supporting fault detection and operational decision-making. However, datasets from real-world treatment...
| 出版年: | Waste |
|---|---|
| 主要な著者: | Malini Deepak, Rabee Rustum |
| フォーマット: | 論文 |
| 言語: | 英語 |
| 出版事項: |
MDPI AG
2026-05-01
|
| 主題: | |
| オンライン・アクセス: | https://www.mdpi.com/2813-0391/4/2/17 |
類似資料
The Effects of Missing Data Characteristics on the Choice of Imputation Techniques
著者:: Oyekale Abel Alade, 等
出版事項: (2020-05-01)
著者:: Oyekale Abel Alade, 等
出版事項: (2020-05-01)
Missing data imputation of climate time series: A review
著者:: Lizette Elena Alejo-Sanchez, 等
出版事項: (2025-12-01)
著者:: Lizette Elena Alejo-Sanchez, 等
出版事項: (2025-12-01)
Missing data imputation using classification and regression trees
著者:: Cheng-Yang Chen, 等
出版事項: (2024-06-01)
著者:: Cheng-Yang Chen, 等
出版事項: (2024-06-01)
Missing Data Imputation in Internet of Things Gateways
著者:: Cinthya M. França, 等
出版事項: (2021-10-01)
著者:: Cinthya M. França, 等
出版事項: (2021-10-01)
A Label Propagation Approach for Missing Data Imputation
著者:: Filipe Loyola Lopes, 等
出版事項: (2025-01-01)
著者:: Filipe Loyola Lopes, 等
出版事項: (2025-01-01)
Imputing Missing Data in Hourly Traffic Counts
著者:: Muhammad Awais Shafique
出版事項: (2022-12-01)
著者:: Muhammad Awais Shafique
出版事項: (2022-12-01)
Evaluating Performance of Missing Data Imputation Methods in IRT Analyses
著者:: Ömür Kaya Kalkan, 等
出版事項: (2018-09-01)
著者:: Ömür Kaya Kalkan, 等
出版事項: (2018-09-01)
Missing Categorical Data in Sociological Surveys: An Experimental Evaluation of Imputation Techniques
著者:: Yaroslav Kostenko, 等
出版事項: (2025-06-01)
著者:: Yaroslav Kostenko, 等
出版事項: (2025-06-01)
Quantum Circuit for Imputation of Missing Data
著者:: Claudio Sanavio, 等
出版事項: (2024-01-01)
著者:: Claudio Sanavio, 等
出版事項: (2024-01-01)
Effect of Missing Data Types and Imputation Methods on Supervised Classifiers: An Evaluation Study
著者:: Menna Ibrahim Gabr, 等
出版事項: (2023-03-01)
著者:: Menna Ibrahim Gabr, 等
出版事項: (2023-03-01)
Missing Data Imputation in the Internet of Things Sensor Networks
著者:: Benjamin Agbo, 等
出版事項: (2022-05-01)
著者:: Benjamin Agbo, 等
出版事項: (2022-05-01)
New Trends in Evidence-based Statistics: Data Imputation Problems
著者:: N. V. Kovtun, 等
出版事項: (2019-12-01)
著者:: N. V. Kovtun, 等
出版事項: (2019-12-01)
Estimating Missing Panel Data with Regression and Multivariate Imputation by Chained Equations (MICE)
著者:: Budi Susetyo, 等
出版事項: (2024-05-01)
著者:: Budi Susetyo, 等
出版事項: (2024-05-01)
Comparison of Models for Missing Data Imputation in PM-2.5 Measurement Data
著者:: Ju-Yong Lee, 等
出版事項: (2025-04-01)
著者:: Ju-Yong Lee, 等
出版事項: (2025-04-01)
Comparative study of single imputation techniques for prediction of missing dairy data
著者:: Ahmed Ahmed, 等
出版事項: (2025-07-01)
著者:: Ahmed Ahmed, 等
出版事項: (2025-07-01)
Using paradata for imputation of missing values in sociological survey data: results of statistical modeling (case of Croatia and Slovakia)
著者:: Andrii Gorbachyk, 等
出版事項: (2024-09-01)
著者:: Andrii Gorbachyk, 等
出版事項: (2024-09-01)
Traffic Missing Data Imputation: A Selective Overview of Temporal Theories and Algorithms
著者:: Tuo Sun, 等
出版事項: (2022-07-01)
著者:: Tuo Sun, 等
出版事項: (2022-07-01)
A comparative analysis of missing data imputation techniques on sedimentation data
著者:: Wing Son Loh, 等
出版事項: (2024-06-01)
著者:: Wing Son Loh, 等
出版事項: (2024-06-01)
Imputation for Missing Data in Statistical Matching Using Goal Programming
著者:: Abeer M. M. Elrefaey, 等
出版事項: (2023-04-01)
著者:: Abeer M. M. Elrefaey, 等
出版事項: (2023-04-01)
A comparison of multiple imputation methods for missing data in longitudinal studies
著者:: Md Hamidul Huque, 等
出版事項: (2018-12-01)
著者:: Md Hamidul Huque, 等
出版事項: (2018-12-01)
Accuracy of random-forest-based imputation of missing data in the presence of non-normality, non-linearity, and interaction
著者:: Shangzhi Hong, 等
出版事項: (2020-07-01)
著者:: Shangzhi Hong, 等
出版事項: (2020-07-01)
DEGAIN: Generative-Adversarial-Network-Based Missing Data Imputation
著者:: Reza Shahbazian, 等
出版事項: (2022-12-01)
著者:: Reza Shahbazian, 等
出版事項: (2022-12-01)
Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation
著者:: Isabel Curioso, 等
出版事項: (2023-06-01)
著者:: Isabel Curioso, 等
出版事項: (2023-06-01)
Machine Learning Based Missing Data Imputation in Categorical Datasets
著者:: Muhammad Ishaq, 等
出版事項: (2024-01-01)
著者:: Muhammad Ishaq, 等
出版事項: (2024-01-01)
Multiple imputation for handling missing outcome data when estimating the relative risk
著者:: Thomas R. Sullivan, 等
出版事項: (2017-09-01)
著者:: Thomas R. Sullivan, 等
出版事項: (2017-09-01)
Binned Data Provide Better Imputation of Missing Time Series Data from Wearables
著者:: Shweta Chakrabarti, 等
出版事項: (2023-01-01)
著者:: Shweta Chakrabarti, 等
出版事項: (2023-01-01)
Providing an imputation algorithm for missing values of longitudinal data using Cuckoo search algorithm: A case study on cervical dystonia
著者:: Amin Golabpour, 等
出版事項: (2017-06-01)
著者:: Amin Golabpour, 等
出版事項: (2017-06-01)
An Integrated Intuitionistic Fuzzy-Clustering Approach for Missing Data Imputation
著者:: Charlène Béatrice Bridge-Nduwimana, 等
出版事項: (2025-08-01)
著者:: Charlène Béatrice Bridge-Nduwimana, 等
出版事項: (2025-08-01)
Clustering column-mean quantile median: a new methodology for imputing missing data
著者:: Nourhan Yehia, 等
出版事項: (2022-12-01)
著者:: Nourhan Yehia, 等
出版事項: (2022-12-01)
Imputation of precipitation data in northeast Brazil
著者:: DANIELE T. RODRIGUES, 等
出版事項: (2023-06-01)
著者:: DANIELE T. RODRIGUES, 等
出版事項: (2023-06-01)
A computational strategy for estimation of mean using optimal imputation in presence of missing observation
著者:: Subhash Kumar Yadav, 等
出版事項: (2024-03-01)
著者:: Subhash Kumar Yadav, 等
出版事項: (2024-03-01)
Missing data and multiple imputation in clinical epidemiological research
著者:: Pedersen AB, 等
出版事項: (2017-03-01)
著者:: Pedersen AB, 等
出版事項: (2017-03-01)
A Benchmark for Data Imputation Methods
著者:: Sebastian Jäger, 等
出版事項: (2021-07-01)
著者:: Sebastian Jäger, 等
出版事項: (2021-07-01)
MIGHT: Statistical Methodology for Missing-Data Imputation in Food Composition Databases
著者:: Gordana Ispirova, 等
出版事項: (2019-10-01)
著者:: Gordana Ispirova, 等
出版事項: (2019-10-01)
Multiple imputation of missing data under missing at random: including a collider as an auxiliary variable in the imputation model can induce bias
著者:: Elinor Curnow, 等
出版事項: (2023-09-01)
著者:: Elinor Curnow, 等
出版事項: (2023-09-01)
The Problem Of Imputation Of The Missing Data From The Continuous Counts Of Road Traffic
著者:: Spławińska M.
出版事項: (2015-03-01)
著者:: Spławińska M.
出版事項: (2015-03-01)
Machine learning approaches for imputing missing meteorological data in Senegal
著者:: Mory Toure, 等
出版事項: (2025-09-01)
著者:: Mory Toure, 等
出版事項: (2025-09-01)
Missing data imputation, prediction, and feature selection in diagnosis of vaginal prolapse
著者:: Mingxuan FAN, 等
出版事項: (2023-11-01)
著者:: Mingxuan FAN, 等
出版事項: (2023-11-01)
Clustimpute: k-means Clustering with Built-in Missing Data Imputation
著者:: Oliver Pfaffel
出版事項: (2025-08-01)
著者:: Oliver Pfaffel
出版事項: (2025-08-01)
Evaluating the validity of multiple imputation for missing physiological data in the national trauma data bank
著者:: Moore Lynne, 等
出版事項: (2009-01-01)
著者:: Moore Lynne, 等
出版事項: (2009-01-01)
類似資料
-
The Effects of Missing Data Characteristics on the Choice of Imputation Techniques
著者:: Oyekale Abel Alade, 等
出版事項: (2020-05-01) -
Missing data imputation of climate time series: A review
著者:: Lizette Elena Alejo-Sanchez, 等
出版事項: (2025-12-01) -
Missing data imputation using classification and regression trees
著者:: Cheng-Yang Chen, 等
出版事項: (2024-06-01) -
Missing Data Imputation in Internet of Things Gateways
著者:: Cinthya M. França, 等
出版事項: (2021-10-01) -
A Label Propagation Approach for Missing Data Imputation
著者:: Filipe Loyola Lopes, 等
出版事項: (2025-01-01)
