MARC details
| 000 -LEADER |
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| fixed length control field |
02794cam a2200421 a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
15673428 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250322231307.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
090325s2009 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2009012819 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
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| National bibliography number |
GBA928742 |
| Source |
bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Record control number |
014932925 |
| Source |
Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781420089646 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1420089641 (hard back : alk. paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn227914250 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Transcribing agency |
DLC |
| Modifying agency |
BTCTA |
| -- |
BAKER |
| -- |
YDXCP |
| -- |
UKM |
| -- |
C#P |
| -- |
BWX |
| -- |
CDX |
| -- |
DLC |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
T66 2009 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.74 |
| Edition number |
22 |
| Item number |
To |
| 245 04 - TITLE STATEMENT |
|---|
| Title |
The top ten algorithms in data mining / |
| Statement of responsibility, etc. |
edited by Xindong Wu, Vipin Kumar. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Boca Raton : |
| Name of publisher, distributor, etc. |
CRC Press, |
| Date of publication, distribution, etc. |
c2009. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 215 p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Chapman & Hall/CRC data mining and knowledge discovery series |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"A Chapman & Hall book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm.<br/><br/>The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. Examples illustrate how each algorithm works and highlight its overall performance in a real-world application. The text covers key topics―including classification, clustering, statistical learning, association analysis, and link mining―in data mining research and development as well as in data mining, machine learning, and artificial intelligence courses.<br/><br/>By naming the leading algorithms in this field, this book encourages the use of data mining techniques in a broader realm of real-world applications. It should inspire more data mining researchers to further explore the impact and novel research issues of these algorithms. |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Source |
The online book link: |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Source |
https://www.amazon.com/Algorithms-Mining-Chapman-Knowledge-Discovery/dp/1420089641/ref=sr_1_1?dchild=1&keywords=9781420089646&qid=1613387904&s=books&sr=1-1 |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
Dr. Md Asdaque |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
617 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer algorithms. |
| 9 (RLIN) |
987 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE |
|---|
| Main curriculum objective |
M269 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wu, Xindong. |
| 9 (RLIN) |
2745 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kumar, Vipin, |
| Dates associated with a name |
1956- |
| 9 (RLIN) |
2617 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Chapman & Hall/CRC data mining and knowledge discovery series. |
| 9 (RLIN) |
2746 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
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| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
