@inproceedings{f76426ef958f4e6aa698a224af6bc843,
title = "On the alleviation of side effect of outliers to Fisher's Discriminate Criterion in micro-array data analysis",
abstract = "The use of Fisher's Discriminate Criterion (FDC) is studied for extracting genes that are predictive to BCL2 translocations of diffuse large B-cell lymphoma (DLBCL) from DNA micro-array gene expression profiling. It is found that the FDC is easily to be biased and distorted by the uncertainty of the outliers in the data in terms of its statistical characteristics. In this paper, some experiments on finding and eliminating certain side effects of outliers in the DLBCL data for FDC-based analysis are described. The results of the experimentation are presented.",
keywords = "Classifications, Fisher's Discriminate Criterion (FDC), Gene expression profiling, Micro-array data analysis, Outlier",
author = "Kajia Cao and Qiuming Zhu and Javeed Iqbal and Chan, {John W.C.}",
year = "2004",
language = "English (US)",
isbn = "1932415432",
series = "Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04",
pages = "263--269",
editor = "F. Valafar and H. Valafar",
booktitle = "Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04",
note = "Proceedings of the International Conference on Mathematics and Engineering Techniques in medicine and Biological Sciences, METMBS'04 ; Conference date: 21-06-2004 Through 24-06-2004",
}