Predictive neural networks for gene expression data analysis

• Main Authors: TAN, Ah-hwee, PAN, Hong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2005
• Subjects: Knowledge discovery; Gene expression analysis; Predictive modelling; Rule extraction; Feature selection; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5233; https://ink.library.smu.edu.sg/context/sis_research/article/6236/viewcontent/10.1.1.109.330.pdf
• Institution: Singapore Management University

Gene expression data generated by DNA microarray experiments have provided a vast resource for medical diagnosis and disease understanding. Most prior work in analyzing gene expression data, however, focuses on predictive performance but not so much on deriving human understandable knowledge. This p...