Rasch-based high-dimensionality data reduction and class prediction with applications to microarray gene expression data
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference47 articles.
1. Singular value decomposition for genome-wide expression data processing and modeling;Alter;Proceedings of the National Academy of Sciences of the United States of America,2000
2. Effective dimension reduction methods for tumor classification using gene expression data;Antoniadis;Bioinformatics,2003
3. Gene expression profile classification: A review;Asyali;Current Bioinformatics,2006
4. Predictive data mining in clinical medicine: Current issues and guidelines;Bellazzi;International Journal of Medical Informatics,2008
5. Boulesteix, A.-L. (2004). PLS dimension reduction for classification with microarray data. Statistical Application in Genetics and Molecular Biology, 3(1). Retrieved from doi:10.2202/1544-6115.1075.
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