Effective heart disease prediction using improved particle swarm optimization algorithm and ensemble classification technique
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-023-08388-2.pdf
Reference55 articles.
1. Abdel-Basset M, El-Shahat D, El-henawy I, de Albuquerque V, Mirjalili S (2020) A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection. Expert Syst Appl 139:112824. https://doi.org/10.1016/j.eswa.2019.112824
2. Ali F, El-Sappagh S, Islam SMR, Kwak D, Ali A, Imran M, Kwak K (2020) A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion. Inf Fusion. https://doi.org/10.1016/j.inffus.2020.06.008
3. Ali MM, Paul BK, Ahmed K, Bui F, Quinn J, Moni MA (2021) Heart disease prediction using supervised machine learning algorithms: performance analysis and comparison. Comput Biol Med 136:104672. https://doi.org/10.1016/j.compbiomed.2021.104672
4. Amin M, Chiam Y, Varathan K (2018) Identification of significant features and data mining techniques in predicting heart disease. Telemat Inform. https://doi.org/10.1016/j.tele.2018.11.007
5. Baghel N, Dutta M, Burget R (2020) Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network. Comput Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2020.105750
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