Table of contents for Methods of microarray data analysis / edited by Simon M. Lin and Kimberly F. Johnson.


Bibliographic record and links to related information available from the Library of Congress catalog. Note: Electronic data is machine generated. May be incomplete or contain other coding.


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Reviews and Tutorials
DATA MINING AND MACHINE LEARNING METHODS FOR
MICROARRAY ANALYSIS
Werner Dubitzky, Martin Granzow, Daniel Berrar
EVOLUTIONARY COMPUTATION IN MICROARRAY DATA
ANALYSIS
Jason H. Moore and Joel S. Parker



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USING NON-PARAMETRIC METHODS IN THE CONTEXT OF
MULTIPLE TESTING TO DETERMINE DIFFERENTIALLY
EXPRESSED GENES
Gregory Grant, Elisabetta Manduchi, Christian Stoeckert, Jr.
Quality Analysis and Data Normalization of Spotted Arrays
ITERATIVE LINEAR REGRESSSION BY SECTOR
David B. Finkelstein, Rob Ewing, Jeremy Gollub, Fredrik Sterky,
Shauna Somerville, and J. Michael Cherry
Feature Selection, Dimension Reduction, and Discriminative
Analysis
A METHOD TO IMPROVE DETECTION OF DISEASE USING
SELECTIVELY EXPRESSED GENES IN MICROARRAY DATA
Virginie Aris and Michael Recce
COMPUTATIONAL ANALYSIS OF LEUKEMIA MICROARRAY
EXPRESSION DATA USING THE GA/KNN METHOD
Leping Li, Lee. G. Pedersen, Thomas A. Darden and Clarice R.
Weinberg
CLASSICAL STATISTICAL APPROACHES TO MOLECULAR
CLASSIFICATION OF CANCER FROM GENE EXPRESSION
PROFILING
Jun Lu, Sarah Hardy, Wen-Li Tao, Spencer Muse, Bruce Weir and
Susan Spruill
CLASSIFICATION OF ACUTE LEUKEMIA BASED ON DNA
MICROARRAY GENE EXPRESSIONS USING PARTIAL
LEAST SQUARES
Danh V. Nguyen and David M. Rocke



APPLYING CLASSIFICATION SEPARABILITY ANALYSIS TO
MICROARRAY DATA
Zhen Zhang, Grier Page, and Hong Zhang
HOW MANY GENES ARE NEEDED FOR A DISCRIMINANT
MICROARRAY DATA ANALYSIS
Wentian Li and Yaning Yang
Machine Learning Techniques
COMPARING SYMBOLIC AND SUBSYMBOLIC MACHINE
LEARNING APPROACHES TO CLASSIFICATION OF
CANCER AND GENE IDENTIFICATION
Werner Dubitzky, Martin Granzow, Daniel Berrar
APPLYING MACHINE LEARNING TECHNIQUES TO ANALYSIS
OF GENE EXPRESSION DATA: CANCER DIAGNOSIS
Kyu-Baek Hwang, Dong-Yeon Cho, Sang-Wook Park, Sung-Dong
Kim, and Byoung-Tak Zhang








Library of Congress subject headings for this publication: DNA microarrays Data processing