Introduction to data mining / (Record no. 34496)
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| INTERNATIONAL STANDARD BOOK NUMBER | |
|---|---|
| International Standard Book Number | 9781292026152 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Call number | 006.312 TA IN |
| MAIN ENTRY--PERSONAL NAME | |
| Authors | Tan, Pang-Nin |
| TITLE STATEMENT | |
| Title | Introduction to data mining / |
| Statement of responsibility, etc | Pang-Ning Tan, Michael Steinbach, Vipin Kumar |
| EDITION STATEMENT | |
| Edition | Pearson new international edition |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Essex : |
| Publisher | Pearson, |
| Date | c2014. |
| PHYSICAL DESCRIPTION | |
| Extent | ii, 732 p. : |
| Other Details | ill. ; |
| Size | 28 cm. |
| SERIES STATEMENT | |
| Series statement | Pearson custom library |
| GENERAL NOTE | |
| General note | Originally published by Pearson Addison Wesley, c2006. "This is a special adaptation of an established title widely used by colleges and universities throughout the world."--Back cover. Includes bibliographical references and index. |
| CONTENTS | |
| Contents | Chapter 1. Introduction -- Chapter 2. Data -- Chapter 3. Exploring Data -- Chapter 4. Classification: Basic Concepts, Decision Trees, and Model Evaluation -- Chapter 5. Classification: Alternative Techniques -- Chapter 6. Association Analysis: Basic Concepts and Algorithms -- Chapter 7. Association Analysis: Advanced Concepts -- Chapter 8. Cluster Analysis: Basic Concepts and Algorithms -- Chapter 9. Cluster Analysis: Additional Issues and Algorithms -- Chapter 10. Anomaly Detection |
| SUMMARY | |
| Summary | Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each major topic is organized into two chapters, beginning with basic concepts that provide the necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms. |
| STUDY PROGRAM | |
| Program name | INFO911 |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Heading | Data mining |
| ADDED ENTRY | |
| Name | Steinbach, Michael |
| ADDED ENTRY | |
| Name | Kumar, Vipin, |
| Dates | 1956- |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://uow.primo.exlibrisgroup.com/permalink/61UOW_INST/1a3f0tj/alma991003333167706666 |
| Public note | Ebook |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://uowd.box.com/s/vputfhdosh2virihawmxbswm3z4qgk21 |
| Public note | Location Map |
| MAIN ENTRY--PERSONAL NAME | |
| -- | 20784 |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| -- | 312 |
| ADDED ENTRY | |
| -- | 20785 |
| ADDED ENTRY | |
| -- | 20786 |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent location | Current location | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Date last borrowed | Price effective from | Koha item type | Uniform Resource Identifier | Total Renewals | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2018-10-09 | AMAUK | 2 | 006.312 TA IN | T0060363 | 2023-03-02 | 2023-02-21 | 2018-07-30 | REGULAR | link | ||||||
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2018-10-09 | AMAUK | 3 | 006.312 TA IN | T0060364 | 2023-03-27 | 2023-02-02 | 2018-07-30 | REGULAR | 2 | ||||||
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2018-10-09 | AMAUK | 5 | 006.312 TA IN | T0060365 | 2020-01-05 | 2020-01-04 | 2018-07-30 | 3 DAY LOAN | 5 | Oct2018 |