封面图片

A particle swarm optimization levy flight algorithm for imputation of missing creatinine dataset

Clinicians could intervene during what may be a crucial stage for preventing permanent kidney injury if patients with incipient Acute Kidney Injury (AKI) and those at high risk of developing AKI could be identified. This paper proposes an improved mechanism to machine learning imputation algorithms...

Saved in:

书目详细资料
Main Authors:	Ismail, Amelia Ritahani, Abdul Aziz, Normaziah, Md Ralib, Azrina, Zainal Abidin, Nadzurah, Basath, Samar Salem
格式:	Article
语言:	English English
出版:	Universitas Ahmad Dahlan 2021
主题:	QA75 Electronic computers. Computer science
在线阅读:	http://irep.iium.edu.my/93912/7/93912_A%20particle%20swarm%20optimization_Scopus.pdf http://irep.iium.edu.my/93912/8/93912_A%20particle%20swarm%20optimization%20.pdf http://irep.iium.edu.my/93912/ https://ijain.org/index.php/IJAIN/article/view/677/ijain_v7i2_p225-236
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

An improved particle swarm optimization based on lévy flight and simulated annealing for high dimensional optimization problem
由: Basath, Samar Salem, et al.
出版: (2022)

An improved K-nearest neighbour with grasshopper optimization algorithm for imputation of missing data
由: Zainal Abidin, Nadzurah, et al.
出版: (2021)

Systematic review on missing data imputation techniques with machine learning algorithms for healthcare
由: Ismail, Amelia Ritahani, et al.
出版: (2022)

A levy flight particle swarm optimizer for machining performances optimization
由: Kamaruzaman, Anis Farhan
出版: (2014)

Missing data imputation with fuzzy feature selection for diabetes dataset
由: Dzulkalnine, Mohamad Faiz, et al.
出版: (2019)

Missing data imputation with hybrid feature selection for fertility dataset
由: Dzulkalnine, Mohamad Faiz, et al.
出版: (2020)

Performance analysis of machine learning algorithms for missing value imputation
由: Zainal Abidin, Nadzurah, et al.
出版: (2018)

Performance analysis of machine learning algorithms for missing value imputation
由: Ismail, Amelia Ritahani, et al.
出版: (2018)

Improved particle swarm optimization by fast annealing algorithm
由: Bashath, Samar, et al.
出版: (2019)

Missing values imputation in Arabic datasets using enhanced robust association rules
由: Emran, Nurul Akmar, et al.
出版: (2022)

Levy flight algorithm for optimization problems - a literature review
由: Kamaruzaman, Anis Farhan, et al.
出版: (2013)

Cuckoo lévy flight with otsu for image segmentation in cancer detection
由: Subki, Luqman
出版: (2019)

An improved sardine feast metaheuristic optimization based on Lévy flight
由: Nasrudin, Mohammad Faidzul, et al.
出版: (2022)

A levy flight particle swarm optimizer for machining performances optimization
由: Farhan Kamaruzaman, Anis
出版: (2014)

Missing data characteristics and the choice of imputation technique: an empirical study
由: Alade, Oyekale Abel, et al.
出版: (2020)

Missing data characteristics and the choice of imputation technique: an empirical study
由: Alade, Oyekale Abel, et al.
出版: (2020)

Empirical performance evaluation of imputation techniques using medical dataset
由: Alade, O. A., et al.
出版: (2019)

Finnim Iterative Imputation Of Missing Values In Dissolved Gas Analysis Dataset
由: Zahriah, Sahri, et al.
出版: (2014)

Fast Moving Ant with Fuzzy Centroid: Imputation of Missing Value In Dataset
由: Mausor, Farahida Hanim
出版: (2025)

A comparative analysis of missing data imputation techniques on sedimentation data
由: Loh, Wing Son, et al.
出版: (2024)

Optimization of COCOMO model using particle swarm optimization
由: Zakaria, Noor Azura, et al.
出版: (2021)

Systematic review of using machine learning in imputing missing values
由: Alabadla, Mustafa, et al.
出版: (2022)

MINN: a missing data imputation technique for analogy-based effort estimation
由: Shah, Muhammad Arif, et al.
出版: (2019)

Fuzzy C-mean missing data imputation for analogy-based effort estimation
由: Al Mutlaq, Ayman Jalal, et al.
出版: (2021)

A systematic review of recurrent neural network adoption in missing data imputation
由: Nur Aqilah, Fadzil Akbar, et al.
出版: (2025)

Hybrid Harmony Search Algorithm Integrating Differential Evolution and Lévy Flight for Engineering Optimization
由: Qin, Feng, et al.
出版: (2025)

An enhanced version of black hole algorithm via levy flight for optimization and data lustering problems
由: Haneen, Abd Wahab, et al.
出版: (2019)

Enhanced k-nearest neighbours classification performance based on segmentation and imputation of missing data
由: Saeed, Soobia
出版: (2022)

Combining creatinine and volume kinetics identifies missed cases of acute kidney injury following cardiac arrest
由: Pickering, John W., et al.
出版: (2013)

Hybrid harmony search algorithm integrating differential evolution and lévy flight for engineering optimization
由: Qin, Feng, et al.
出版: (2025)

Iterative Fuzzy C Means, Fuzzy Silhouette, and Imputation for Missing Values in a Dataset
由: Mausor, F.H., et al.
出版: (2021)

Missing data imputation techniques for software effort estimation: a study of recent issues and challenges
由: Almutlaq, Ayman Jalal Hassan, et al.
出版: (2020)

Missing Value Imputation Designs and Methods of Nature-Inspired Metaheuristic Techniques : A Systematic Review
由: Po Chan, Chiu, et al.
出版: (2022)

An improved imputation method based on fuzzy c-means and particle swarm optimization for missing data
由: Samat, Nurul Ashikin
出版: (2017)

Analyzing and visualizing data dengue hotspot location
由: Zainal Abidin, Nadzurah, et al.
出版: (2018)

Federated deep learning for automated detection of diabetic retinopathy
由: Zainal Abidin, Nadzurah, et al.
出版: (2022)

Missing values imputation for wind speed
由: Nur Arina Bazilah, Kamisan, et al.
出版: (2022)

Position tracking of DC motor with PID controller utilising particle swarm optimisation algorithm with levy flight and doppler effect
由: Nur Iffah, Mohamed Azmi, et al.
出版: (2025)

Improved k-means clustering using principal component analysis and imputation methods for breast cancer dataset
由: Armina, Roslan
出版: (2018)

Implementation of a Prototype Glomerular Filtration Rate Application To Monitor Creatinine Kinetic Dynamics in Critically Ill Patients
由: Fatimah, Dzaharudin, et al.
出版: (2017)