A hybrid bat and grey wolf optimizer for gene selection in cancer classification

• Published in: Knowledge and information systems Vol. 67; no. 1; pp. 455 - 495
• Main Authors: Tbaishat, Dina, Tubishat, Mohammad, Makhadmeh, Sharif Naser, Alomari, Osama Ahmad
• Format: Journal Article
• Language: English
• Published: London Springer Nature B.V 01.01.2025
• Subjects: Algorithms; Biomarkers; Cancer; Classification; Datasets; DNA chips; Gene expression; Genes; Leukemia; Lung cancer; Optimization; Optimization algorithms; Pattern recognition; Performance evaluation; Redundancy

DNA microarray is a technique in which a chip containing numerous DNA codes is used for the expression estimation of an extensive number of genes simultaneously. These genes are arranged in a table or data format. The gene expression data can be employed in pattern recognition algorithms to differen...