MARC details
| 000 -LEADER |
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| fixed length control field |
05752cam a2200421 i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20221101221218.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
090806s2009 enkab b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2008043814 |
| 011 ## - LINKING LIBRARY OF CONGRESS CONTROL NUMBER [OBSOLETE] |
|---|
| Local cataloguing issues note |
BIB MATCHES WORLDCAT |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0470511389 |
| Qualifying information |
hbk. (alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780470511381 |
| Qualifying information |
hbk. (alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0470511397 |
| Qualifying information |
pbk. (alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780470511398 |
| Qualifying information |
pbk. (alk. paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)263497906 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
YDXCP |
| -- |
BTCTA |
| -- |
BWKUK |
| -- |
BWK |
| -- |
BWX |
| -- |
CDX |
| -- |
ATU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
HD30.23 |
| Item number |
.V476 2009 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
658.4038 |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Vercellis, Carlo, |
| Relator term |
author. |
| 9 (RLIN) |
1073889 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Business intelligence : |
| Remainder of title |
data mining and optimization for decision making / |
| Statement of responsibility, etc. |
Carlo Vercellis. |
| 246 33 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Business intelligence : |
| Remainder of title |
Data mining and optimisation for decision making |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Chichester, U.K. : |
| Name of producer, publisher, distributor, manufacturer |
Wiley, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2009. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 417 pages : |
| Other physical details |
illustrations, maps ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 403-411) and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
I. |
| Title |
Components of the decision-making process -- |
| Miscellaneous information |
1. |
| Title |
Business intelligence -- |
| Miscellaneous information |
1.1. |
| Title |
Effective and timely decisions -- |
| Miscellaneous information |
1.2. |
| Title |
Data, information and knowledge -- |
| Miscellaneous information |
1.3. |
| Title |
The role of mathematical models -- |
| Miscellaneous information |
1.4. |
| Title |
Business intelligence architectures -- |
| Miscellaneous information |
1.5. |
| Title |
Ethics and business intelligence -- |
| Miscellaneous information |
1.6. |
| Title |
Notes and readings -- |
| Miscellaneous information |
2. |
| Title |
Decision support systems -- |
| Miscellaneous information |
2.1. |
| Title |
Definition of system -- |
| Miscellaneous information |
2.2. |
| Title |
Representation of the decision-making process -- |
| Miscellaneous information |
2.3. |
| Title |
Evolution of information systems -- |
| Miscellaneous information |
2.4. |
| Title |
Definition of decision support system -- |
| Miscellaneous information |
2.5. |
| Title |
Development of a decision support system -- |
| Miscellaneous information |
2.6. |
| Title |
Notes and readings -- |
| Miscellaneous information |
3. |
| Title |
Data warehousing -- |
| Miscellaneous information |
3.1. |
| Title |
Definition of data warehouse -- |
| Miscellaneous information |
3.2. |
| Title |
Data warehouse architecture -- |
| Miscellaneous information |
3.2.1. |
| Title |
ETL tools -- |
| Miscellaneous information |
3.3. |
| Title |
Cubes and multidimensional analysis -- |
| Miscellaneous information |
3.4. |
| Title |
Notes and readings -- |
| Miscellaneous information |
II. |
| Title |
Mathematical models and methods -- |
| Miscellaneous information |
4. |
| Title |
Mathematical models for decision making -- |
| Miscellaneous information |
4.1. |
| Title |
Structure of mathematical models -- |
| Miscellaneous information |
4.2. |
| Title |
Development of a model -- |
| Miscellaneous information |
4.3. |
| Title |
Classes of models -- |
| Miscellaneous information |
4.4. |
| Title |
Notes and readings -- |
| Miscellaneous information |
5. |
| Title |
Data mining -- |
| Miscellaneous information |
5.1. |
| Title |
Definition of data mining -- |
| Miscellaneous information |
5.2. |
| Title |
Representation of input data -- |
| Miscellaneous information |
5.3. |
| Title |
Data mining process -- |
| Miscellaneous information |
5.4. |
| Title |
Analysis methodologies -- |
| Miscellaneous information |
5.5. |
| Title |
Notes and readings -- |
| Miscellaneous information |
6. |
| Title |
Data preparation -- |
| Miscellaneous information |
6.1. |
| Title |
Data validation -- |
| Miscellaneous information |
6.2. |
| Title |
Data transformation -- |
| Miscellaneous information |
6.3. |
| Title |
Data reduction -- |
| Miscellaneous information |
7. |
| Title |
Data exploration -- |
| Miscellaneous information |
7.1. |
| Title |
Univariate analysis -- |
| Miscellaneous information |
7.2. |
| Title |
Bivariate analysis -- |
| Miscellaneous information |
7.3. |
| Title |
Multivariate analysis -- |
| Miscellaneous information |
7.4. |
| Title |
Notes and readings -- |
| Miscellaneous information |
8. |
| Title |
Regression -- |
| Miscellaneous information |
8.1. |
| Title |
Structure of regression models -- |
| Miscellaneous information |
8.2. |
| Title |
Simple linear regression -- |
| Miscellaneous information |
8.3. |
| Title |
Multiple linear regression -- |
| Miscellaneous information |
8.4. |
| Title |
Validation of regression models -- |
| Miscellaneous information |
8.5. |
| Title |
Selection of predictive variables -- |
| Miscellaneous information |
8.6. |
| Title |
Notes and readings -- |
| Miscellaneous information |
9. |
| Title |
Time series -- |
| Miscellaneous information |
9.1. |
| Title |
Definition of time series -- |
| Miscellaneous information |
9.2. |
| Title |
Evaluating time series models -- |
| Miscellaneous information |
9.3. |
| Title |
Analysis of the components of time series -- |
| Miscellaneous information |
9.4. |
| Title |
Exponential smoothing models -- |
| Miscellaneous information |
9.5. |
| Title |
Autoregressive models -- |
| Miscellaneous information |
9.6. |
| Title |
Combination of predictive models -- |
| Miscellaneous information |
9.7. |
| Title |
The forecasting process -- |
| Miscellaneous information |
9.8. |
| Title |
Notes and readings -- |
| Miscellaneous information |
10. |
| Title |
Classification -- |
| Miscellaneous information |
10.1. |
| Title |
Classification problems -- |
| Miscellaneous information |
10.2. |
| Title |
Evaluation of classification models -- |
| Miscellaneous information |
10.3. |
| Title |
Classification trees -- |
| Miscellaneous information |
10.4. |
| Title |
Bayesian methods -- |
| Miscellaneous information |
10.5. |
| Title |
Logistic regression -- |
| Miscellaneous information |
10.6. |
| Title |
Neural networks -- |
| Miscellaneous information |
10.7. |
| Title |
Support vector machines -- |
| Miscellaneous information |
10.8. |
| Title |
Notes and readings -- |
| Miscellaneous information |
11. |
| Title |
Association rules -- |
| Miscellaneous information |
11.1. |
| Title |
Motivation and structure of association rules -- |
| Miscellaneous information |
11.2. |
| Title |
Single-dimension association rules -- |
| Miscellaneous information |
11.3. |
| Title |
Apriori algorithm -- |
| Miscellaneous information |
11.4. |
| Title |
General association rules -- |
| Miscellaneous information |
11.5. |
| Title |
Notes and readings -- |
| Miscellaneous information |
12. |
| Title |
Clustering -- |
| Miscellaneous information |
12.1. |
| Title |
Clustering methods -- |
| Miscellaneous information |
12.2. |
| Title |
Partition methods -- |
| Miscellaneous information |
12.3. |
| Title |
Hierarchical methods -- |
| Miscellaneous information |
12.4. |
| Title |
Evaluation of clustering models -- |
| Miscellaneous information |
12.5. |
| Title |
Notes and readings -- |
| Miscellaneous information |
III. |
| Title |
Business intelligence applications -- |
| Miscellaneous information |
13. |
| Title |
Marketing models -- |
| Miscellaneous information |
13.1. |
| Title |
Relational marketing -- |
| Miscellaneous information |
13.2. |
| Title |
Salesforce management -- |
| Miscellaneous information |
13.3. |
| Title |
Business case studies -- |
| Miscellaneous information |
13.4. |
| Title |
Notes and readings -- |
| Miscellaneous information |
14. |
| Title |
Logistic and production models -- |
| Miscellaneous information |
14.1. |
| Title |
Supply chain optimization -- |
| Miscellaneous information |
14.2. |
| Title |
Optimization models for logistics planning -- |
| Miscellaneous information |
14.3. |
| Title |
Revenue management systems -- |
| Miscellaneous information |
14.4. |
| Title |
Business case studies -- |
| Miscellaneous information |
14.5. |
| Title |
Notes and readings -- |
| Miscellaneous information |
15. |
| Title |
Data envelopment analysis -- |
| Miscellaneous information |
15.1. |
| Title |
Efficiency measures -- |
| Miscellaneous information |
15.2. |
| Title |
Efficient frontier -- |
| Miscellaneous information |
15.3. |
| Title |
The CCR model -- |
| Miscellaneous information |
15.4. |
| Title |
Identification of good operating practices -- |
| Miscellaneous information |
15.5. |
| Title |
Other models -- |
| Miscellaneous information |
15.6. |
| Title |
Notes and readings. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Business intelligence is a broad category of applications and technologies for gathering, providing access to, and analyzing data for the purpose of helping enterprise users make better business decisions. The term implies having a comprehensive knowledge of all factors that affect a business, such as customers, competitors, business partners, economic environment, and internal operations, therefore enabling optimal decisions to be made. Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence ."--Publisher's website. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Machine converted from AACR2 source record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Decision making |
| General subdivision |
Mathematical models |
| 9 (RLIN) |
371381 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Business intelligence. |
| 9 (RLIN) |
314899 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
328715 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b11458884 |
| b |
11-07-17 |
| c |
27-10-15 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Book |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) |
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| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
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| -- |
b |
| -- |
c |
| -- |
s |
| Operator's initials, OID (RLIN) |
06-04-16 |
| Cataloger's initials, CIN (RLIN) |
m |
| First date, FD (RLIN) |
a |
| -- |
eng |
| -- |
enk |
| -- |
0 |
