Data mining techniques (Record no. 6576)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00432nam a2200169Ia 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20181103101935.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181025s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-81-7371-884-7 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | AIKTC-KRRC |
| Transcribing agency | AIKTC-KRRC |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | ENG |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 6.312 |
| Item number | PUJ |
| Edition number | DDC23 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pujari, Arun K. |
| 245 #0 - TITLE STATEMENT | |
| Title | Data mining techniques |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Hyderabad |
| Name of publisher, distributor, etc. | University Press |
| Date of publication, distribution, etc. | 2001 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 366 p. |
| Other physical details | | Binding - Paperback | |
| 521 ## - TARGET AUDIENCE NOTE | |
| Target audience note | Data Mining Techniques addresses all the major and latest techniques of data mining and data warehousing. It deals in detail with the latest algorithms for discovering association rules, decision trees, clustering, neural networks and genetic algorithms. The book contains the algorithmic details of different techniques such as Apriori, Pincer-search, Dynamic Itemset Counting, FP-Tree growth, SLIQ, SPRINT, BOAT, CART, RainForest, BIRCH, CURE, BUBBLE, ROCK, STIRR, PAM, CLARANS, DBSCAN, GSP, SPADE and SPIRIT. Interesting and recent developments such as support vector machines and rough set theory are also covered. The book also discusses the mining of web data, spatial data, temporal data and text data. The inclusion of well thought out illustrated examples for making the concepts clear to a first time reader makes the book suitable as a textbook for students of computer science, mathematical science and management science. It can also serve as a handbook for researchers in the area of data mining and data warehousing. In this edition, the chapter on data warehousing has been thoroughly revised and its scope of coverage expanded to include a detailed discussion on multidimensional data modelling and cube computation. The discussion on genetic algorithms too has been considerably expanded to bring to fore its applications in the context of data mining. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4622 |
| Topical term or geographic name entry element | Computer Engineering |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Date last checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | Reference | School of Engineering & Technology | School of Engineering & Technology | Reference Section | 21/09/2015 | Medico's Book Aid | 375.00 | 006.312 PUJ | E11475 | 25/06/2025 | 25/10/2018 | Books | |||||
| Dewey Decimal Classification | Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 21/09/2015 | Medico's Book Aid | 375.00 | 006.312 PUJ | E11476 | 24/06/2025 | 25/10/2018 | Books | ||||||
| Dewey Decimal Classification | Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 21/09/2015 | Medico's Book Aid | 375.00 | 1 | 006.312 PUJ | E11477 | 24/06/2025 | 25/10/2018 | Books | 03/12/2019 |