Understanding Complex Datasets_ Data Mining with Matrix Decompositions [Skillicorn 2007-05-17](1).pdf

(5986 KB) Pobierz

Chapman & Hall/CRC

Data Mining and Knowledge Discovery Series

Understanding

Complex Datasets

Data Mining with

Matrix Decompositions

Chapman & Hall/CRC

Data Mining and Knowledge Discovery Series

SeRieS eDiToR

Vipin Kumar

University of minnesota

department of Computer science and engineering

minneapolis, minnesota, U.s.a

AiMS AND SCoPe

this series aims to capture new developments and applications in data mining and knowledge

discovery, while summarizing the computational tools and techniques useful in data analysis. this

series encourages the integration of mathematical, statistical, and computational methods and

techniques through the publication of a broad range of textbooks, reference works, and hand-

books. the inclusion of concrete examples and applications is highly encouraged. the scope of the

series includes, but is not limited to, titles in the areas of data mining and knowledge discovery

methods and applications, modeling, algorithms, theory and foundations, data and knowledge

visualization, data mining systems and tools, and privacy and security issues.

PubliSHeD TiTleS

Understanding Complex datasets: data mining with matrix decompositions

David Skillicorn

FoRTHCoMiNG TiTleS

CompUtational metHods oF FeatUre seleCtion

Huan liu and Hiroshi Motoda

mUltimedia data mining: a systematic introduction to Concepts and theory

Zhongfei Zhang and Ruofei Zhang

Constrained ClUstering: advances in algorithms, theory, and applications

Sugato basu, ian Davidson, and Kiri Wagstaff

text mining: theory, applications, and Visualization

Ashok Srivastava and Mehran Sahami

Chapman & Hall/CRC

Data Mining and Knowledge Discovery Series

Understanding

Complex Datasets

Data Mining with

Matrix Decompositions

David Skillicorn

Chapman & Hall/CRC

Taylor & Francis Group

6000 Broken Sound Parkway NW, Suite 300

Boca Raton, FL 33487‑2742

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‑10: 1‑58488‑832‑6 (Hardcover)

International Standard Book Number‑13: 978‑1‑58488‑832‑1 (Hardcover)

This book contains information obtained from authentic and highly regarded sources. Reprinted

material is quoted with permission, and sources are indicated. A wide variety of references are

listed. Reasonable efforts have been made to publish reliable data and information, but the author

and the publisher cannot assume responsibility for the validity of all materials or for the conse‑

quences of their use.

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 storage or retrieval system, without written

permission from the publishers.

For permission to photocopy or use material electronically from this work, please access www.

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.

Library of Congress Cataloging‑in‑Publication Data

Skillicorn, David B.

Understanding complex datasets : data mining with matrix decompositions /

David Skillicorn.

p. cm. ‑‑ (Data mining and knowledge discovery series)

Includes bibliographical references and index.

ISBN 978‑1‑58488‑832‑1 (alk. paper)

1. Data mining. 2. Data structures (Computer science) 3. Computer

algorithms. I. Title. II. Series.

QA76.9.D343S62 2007

005.74‑‑dc22

Visit the Taylor & Francis Web site at

http://www.taylorandfrancis.com

and the CRC Press Web site at

http://www.crcpress.com

2007013096

Plik z chomika:

musli_com

Understanding Complex Datasets_ Data Mining with Matrix Decompositions [Skillicorn 2007-05-17](1).pdf

Plik z chomika:

Inne pliki z tego folderu:

Inne foldery tego chomika: