Data mining for business analytics : (Record no. 29817)
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000 -LEADER | |
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fixed length control field | 02076cam a2200457 i 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20190820142149.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 170802s2017 nju o 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781118879337 (epub) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781118956632 (pdf) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Cancelled/invalid ISBN | 9781118879368 (cloth) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
Cancelled/invalid ISBN | 9781119519669 |
041 ## - LANGUAGE CODE | |
Language | English |
042 ## - AUTHENTICATION CODE | |
Authentication code | pcc |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.54 |
Edition number | 23 |
Item number | SHM |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Shmueli, Galit, |
245 10 - TITLE STATEMENT | |
Title | Data mining for business analytics : |
Remainder of title | concepts, techniques, and applications with XLMiner/ |
Statement of responsibility, etc | by Galit Shmueli, Peter C. Bruce and Nitin R. Patel. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Hoboken, New Jersey : |
Name of publisher, distributor, etc | John Wiley & Sons, |
Date of publication, distribution, etc | 2016. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 1 online resource. |
500 ## - GENERAL NOTE | |
General note | Includes index. |
505 0# - FORMATTED CONTENTS NOTE | |
Contents | Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Business |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Data mining. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | R (Computer program language) |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Business mathematics |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Bruce, Peter C., |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Yahav, Inbal, |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Patel, Nitin R. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Lichtendahl, Kenneth C., |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | General Books |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Dates associated with a name | 1971- |
Relator term | author. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
General subdivision | Data processing. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
General subdivision | Computer programs. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Dates associated with a name | 1953- |
Relator term | author. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Relator term | author. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Fuller form of name | (Nitin Ratilal), |
Relator term | author. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Dates associated with a name | 1969- |
Relator term | author. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Display text | Print version: |
Main entry heading | Shmueli, Galit, 1971- author. |
Title | Data mining for business analytics |
Place, publisher, and date of publication | Hoboken, New Jersey : John Wiley & Sons, 2017 |
International Standard Book Number | 9781118879368 |
Record control number | (DLC) 2017024503 |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
a | 7 |
b | cbc |
c | origcop |
d | 1 |
e | ecip |
f | 20 |
g | y-gencatlg |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Location | Shelving location | Date of Cataloging | Total Checkouts | Total Renewals | Full call number | Barcode | Checked out | Date last seen | Date checked out | Price effective from | Koha item type |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dewey Decimal Classification | Non-fiction | CUTN Central Library | CUTN Central Library | Generalia | 20/08/2019 | 1 | 2 | 005.54 SHM | 37480 | 18/03/2022 | 15/11/2019 | 15/11/2019 | 20/08/2019 | General Books |