Data mining and warehousing techniques with machine learning concepts / (Record no. 49796)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02545nam a2200397 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | WSP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260416153418.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250721s2025 si ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789819803132 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9819803136 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9789819803125 |
| -- | (hbk.) |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 094000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 021040 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 021030 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Vijayakumar, P. |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining and warehousing techniques with machine learning concepts / |
| Statement of responsibility, etc | P Vijayakumar, L Jegatha Deborah. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Singapore : |
| Name of publisher, distributor, etc | World Scientific, |
| Date of publication, distribution, etc | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (532 p.) |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Contents | Introduction -- Data warehousing basic concepts -- Designing data warehouses -- Partitioning and parallelism in data warehouses -- Overview of data mining -- Knowledge representation and knowledge discovery -- Data mining techniques -- Machine learning using classification -- Machine learning using clustering -- Association rules. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This unique compendium elaborates the basic perceptions of data warehouses and data mining. The former part of the book covers concepts like introduction to data warehouses, the need for using such data warehouses and key terminologies used in this framework. The latter part of the book covers the data mining concepts and the data mining techniques used in various applications and also explains the machine learning techniques in detail with suitable examples wherever essential. The book is written in simple English and is user-friendly. Each chapter is modeled with several sample scenarios and illustrations wherever necessary. The complete contents of each chapter include chapter technical content, summary, key points to remember, and few case studies for class group discussions and problem-solving. This volume clearly benefits professionals, academicians, data analysts, machine-learning community, undergraduate and postgraduate students"-- |
| 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 | Data warehousing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Deborah, L. Jegatha. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.worldscientific.com/worldscibooks/10.1142/14089#t=toc">https://www.worldscientific.com/worldscibooks/10.1142/14089#t=toc</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Electronic Books |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| -- | Publisher's website. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | System requirements: Adobe Acrobat reader. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Location | Date of Cataloging | Total Checkouts | Full call number | Barcode | Date last seen | Uniform Resource Identifier | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | CUTN Central Library | CUTN Central Library | 16/04/2026 | 006.312 | EB04946 | 16/04/2026 | https://doi.org/10.1142/14089 | 16/04/2026 | Electronic Books |