Microarray image analysis an algorithmic approach

Microarray Image Analysis
An Algorithmic Approach

Chapman & Hall/CRC

Computer Science and Data Analysis Series
The interface between the computer and statistical sciences is increasing, as each discipline seeks to harness the power and resources of the other. This series aims to foster the integration between the computer sciences and statistical, numerical, and probabilistic methods bypublishing a broad range of reference works, textbooks, and handbooks. SERIES EDITORS David Blei, Princeton University David Madigan, Rutgers University Marina Meila, University of Washington Fionn Murtagh, Royal Holloway, University of London Proposals for the series should be sent directly to one of the series editors above, or submitted to: Chapman & Hall/CRC 4th Floor, Albert House 1-4 SingerStreet London EC2A 4BQ UK

Published Titles
Bayesian Artificial Intelligence Kevin B. Korb and Ann E. Nicholson Clustering for Data Mining: A Data Recovery Approach Boris Mirkin Computational Statistics Handbook with MATLAB , Second Edition Wendy L. Martinez and Angel R. Martinez Correspondence Analysis and Data Coding with Java and R Fionn Murtagh Design and Modeling for Computer ExperimentsKai-Tai Fang, Runze Li, and Agus Sudjianto Exploratory Data Analysis with MATLAB Introduction to Data Technologies Paul Murrell
® ®

Introduction to Machine Learning and Bioinformatics Sushmita Mitra, Sujay Datta, Theodore Perkins, and George Michailidis Microarray Image Analysis: An Algorithmic Approach Karl Fraser, Zidong Wang, and Xiaohui Liu Pattern Recognition Algorithms for Data MiningSankar K. Pal and Pabitra Mitra R Graphics Paul Murrell R Programming for Bioinformatics Robert Gentleman Semisupervised Learning for Computational Linguistics Steven Abney Statistical Computing with R Maria L. Rizzo

Wendy L. Martinez and Angel R. Martinez

Microarray Image Analysis
An Algorithmic Approach

Karl Fraser Zidong Wang Xiaohui Liu

Chapman & Hall/CRC Taylor & Francis Group6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742 © 2010 by Taylor and Francis Group, LLC Chapman & Hall/CRC is an imprint of Taylor & Francis Group, an Informa business No claim to original U.S. Government works Printed in the United States of America on acid-free paper 10 9 8 7 6 5 4 3 2 1 International Standard Book Number: 978-1-4200-9153-3 (Hardback) This book containsinformation obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize tocopyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint. Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafterinvented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers. For permission to photocopy or use material electronically from this work, please access www.copyright. com (http://www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923,978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged. Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe....