Many-objective island-based evolutionary algorithm for biomarker selection and cancer molecular diagnosis in high-dimensional omics data
Authors:
- Sadia MariumSMSadia Marium
- Zareen AlamgirZAZareen Alamgir
- Irfan YounasIYIrfan Younas
- 31 December 2025
- journal article
- Published by Elsevier in Information Sciences
- Vol. 735
Abstract
No abstract availableThis publication has 39 references indexed in Scilit:
- HK-MOEA/D: A historical knowledge-guided resource allocation for decomposition multiobjective optimizationEngineering Applications of Artificial Intelligence, 2024
- Clustering ensemble in scRNA-seq data analysis: Methods, applications and challengesComputers in Biology and Medicine, 2023
- A multi-objective evolutionary algorithm with decomposition and the information feedback for high-dimensional medical dataApplied Soft Computing, 2023
- scEFSC: Accurate single-cell RNA-seq data analysis via ensemble consensus clustering based on multiple feature selectionsComputational and Structural Biotechnology Journal, 2022
- Binary JAYA Algorithm with Adaptive Mutation for Feature SelectionArabian Journal for Science and Engineering, 2020
- Cancer molecular subtype classification from hypervolume-based discrete evolutionary optimizationNeural Computing and Applications, 2020
- High dimensional data classification and feature selection using support vector machinesEuropean Journal of Operational Research, 2018
- Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traitsComputer Speech & Language, 2015
- Hallmarks of Cancer: The Next GenerationCell, 2011
- Comparing partitionsJournal of Classification, 1985