Research Catalog

Title

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

Publication

Boston : Kluwer Academic Publishers, 2002.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Lin, Simon M., 1957-
• Johnson, Kimberly F., 1972-

Description

xiv, 189 pages : illustrations (some color); 24 cm

Subject

DNA microarrays > Data processing

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Data Mining and Machine Learning Methods for Microarray Analysis / Werner Dubitzky, Martin Granzow and Daniel Berrar -- Evolutionary Computation in Microarray Data Analysis / Jason H. Moore and Joel S. Parker -- Using Non-Parametric Methods in the Context of Multiple Testing to Determine Differentially Expressed Genes / Gregory Grant, Elisabetta Manduchi and Christian Stoeckert, Jr. -- Iterative Linear Regression by Sector / David B. Finkelstein, Rob Ewing and Jeremy Gollub / [et al.] -- 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 and Thomas A. Darden / [et al.] -- Classical Statistical Approaches to Molecular Classification of Cancer from Gene Expression Profiling / Jun Lu, Sarah Hardy and Wen-Li Tao / [et al.] --
• 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 -- Comparing Symbolic and Subsymbolic Machine Learning Approaches to Classification of Cancer and Gene Identification / Werner Dubitzky, Martin Granzow and Daniel Berrar -- Applying Machine Learning Techniques to Analysis of Gene Expression Data: Cancer Diagnosis / Kyu-Baek Hwang, Dong-Yeon Cho and Sang-Wook Park / [et al.].

ISBN

0792375645 (alk. paper)

LCCN

2001050241

OCLC

• 48003287
• ocm48003287
• SCSB-4235324

Owning Institutions

Columbia University Libraries