1439839255Machine.pdf

(22681 KB) Pobierz
Chapman & Hall/CRC
Machine Learning & Pattern Recognition Series
Cost-Sensitive
Machine
Learning
Edited by
Balaji Krishnapuram
Shipeng Yu
Bharat Rao
Cost-Sensitive
Machine
Learning
Chapman & Hall/CRC
Machine Learning & Pattern Recognition Series
SERIES EDITORS
Ralf Herbrich and Thore Graepel
Microsoft Research Ltd.
Cambridge, UK
AIMS AND SCOPE
This series reflects the latest advances and applications in machine learning
and pattern recognition through the publication of a broad range of reference
works, textbooks, and handbooks. The inclusion of concrete examples, appli-
cations, and methods is highly encouraged. The scope of the series includes,
but is not limited to, titles in the areas of machine learning, pattern recogni-
tion, computational intelligence, robotics, computational/statistical learning
theory, natural language processing, computer vision, game AI, game theory,
neural networks, computational neuroscience, and other relevant topics, such
as machine learning applied to bioinformatics or cognitive science, which
might be proposed by potential contributors.
PUBLISHED TITLES
MACHINE LEARNING: An Algorithmic Perspective
Stephen Marsland
HANDBOOK OF NATURAL LANGUAGE PROCESSING,
Second Edition
Nitin Indurkhya and Fred J. Damerau
UTILITY-BASED LEARNING FROM DATA
Craig Friedman and Sven Sandow
A FIRST COURSE IN MACHINE LEARNING
Simon Rogers and Mark Girolami
COST-SENSITIVE MACHINE LEARNING
Balaji Krishnapuram, Shipeng Yu, and Bharat Rao
Chapman & Hall/CRC
Machine Learning & Pattern Recognition Series
Cost-Sensitive
Machine
Learning
Edited by
Balaji Krishnapuram
Shipeng Yu
Bharat Rao
Burr Settles retains the copyright for Chapter 1 text and figures.
CRC Press
Taylor & Francis Group
6000 Broken Sound Parkway NW, Suite 300
Boca Raton, FL 33487-2742
© 2012 by Taylor & Francis Group, LLC
CRC Press is an imprint of Taylor & Francis Group, an Informa business
No claim to original U.S. Government works
Version Date: 20111107
International Standard Book Number-13: 978-1-4398-3928-7 (eBook - PDF)
This book contains information 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 to copyright 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
hereafter invented, including photocopying, microfilming, and recording, or in any information stor-
age or retrieval system, without written permission from the publishers.
For permission to photocopy or use material electronically from this work, please access www.copy-
right.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 pro-
vides licenses and registration for a variety of users. For organizations that have been granted a pho-
tocopy 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.
Visit the Taylor & Francis Web site at
http://www.taylorandfrancis.com
and the CRC Press Web site at
http://www.crcpress.com

Plik z chomika:

Inne pliki z tego folderu:

Inne foldery tego chomika:

Zgłoś jeśli naruszono regulamin