Introduction to data mining (Record no. 56504)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01560nam a22002417a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200312141716.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200312b ||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 9789332571402 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | Raghav Books Private Limited |
| Distributor address | A-184 A, Nand Gram, Ghaziabad, U.P. |
| Bill Number | 1805 |
| Bill Date | 07/03/2020 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 TAN |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pang-Ning Tan |
| -- | ; Michael Steinbach |
| -- | ; Vipin Kumar |
| 245 ## - TITLE STATEMENT | |
| Title | Introduction to data mining |
| Statement of responsibility, etc | /Pang-Ning Tan; Michael Steinbach; Vipin Kumar |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New Delhi |
| Name of publisher, distributor, etc | :Pearson Education |
| Date of publication, distribution, etc | ,2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix,760 Pages |
| Dimensions | ;24 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | 799 |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents note | 1. Introduction --<br/>2. Data --<br/>3. Exploring data --<br/>4. Classification : basic concepts, decision trees, and model evaluation --<br/>5. Classification : alternative techniques --<br/>6. Association analysis : basic concepts and algorithms --<br/>7. Association analysis : advanced concepts --<br/>8. Cluster analysis : basic concepts and algorithms --<br/>9. Cluster analysis : additional issues and algorithms --<br/>10. Anomaly detection --<br/>App. A. Linear algebra --<br/>App. B. Dimensionality reduction --<br/>App. C. Probability and statistics --<br/>App. D. Regression --<br/>App. E. Optimization. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Science |
| 655 ## - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Data mining. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Michael Steinbach |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | ; Vipin Kumar |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 12/03/2020 | Raghav Books Private Limited | 799.00 | 4 | 2 | 006.312 TAN | 27484 | 09/12/2024 | 09/12/2024 | 12/03/2020 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 03/11/2023 | Donated by Pearson | 0.00 | 1 | 3 | 006.312 TAN | G3480 | 05/01/2026 | 05/09/2025 | 03/11/2023 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 03/11/2023 | Donated by Pearson | 0.00 | 1 | 006.312 TAN | G3481 | 13/01/2026 | 27/11/2025 | 03/11/2023 | Books |
