Mining of massive datasets. (Record no. 50166)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01851nam a22002417a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20180917152913.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180917b xxu||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 9781316638491 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | Atlantic Publishers & Distributors (P)LTD. |
| Distributor address | ;7/22,Anasri Road, Daryaganj,New Delhi-110002 |
| Bill Number | ;1082225 |
| Bill Date | ;05/09/2018 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 LES |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jurij Leskovec |
| -- | ; Anand Rajaraman |
| -- | ; Jeffrey D Ullman |
| 245 ## - TITLE STATEMENT | |
| Title | Mining of massive datasets. |
| Statement of responsibility, etc | /Jurij Leskovec |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Cambridge |
| Name of publisher, distributor, etc | : Cambridge University Press |
| Date of publication, distribution, etc | , 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xii, 467 pages |
| Dimensions | ;24 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | 649 |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents note | Data mining --<br/>MapReduce and the new software stack --<br/>Finding similar items --<br/>Mining data streams --<br/>Link analysis --<br/>Frequent itemsets --<br/>Clustering --<br/>Advertising on the Web --<br/>Recommendation systems --<br/>Mining social-network graphs --<br/>Dimensionality reduction --<br/>Large-scale machine learning. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | <br/>This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets and clustering. This second edition includes new and extended coverage on social networks, machine learning and dimensionality reduction. It includes a range of over 150 challenging exercises. |
| 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 |
| Non-focus term | Big data |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Anand Rajaraman; Jeffrey D Ullman |
| 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 | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Total Renewals | Date checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | SNU LIBRARY | SNU LIBRARY | 17/09/2018 | 649.00 | 006.312 LES | 25667 | 17/09/2018 | 17/09/2018 | Books | ||||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 17/09/2018 | 649.00 | 006.312 LES | 25668 | 17/09/2018 | 17/09/2018 | Books | |||||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 17/09/2018 | 649.00 | 006.312 LES | 25669 | 17/09/2018 | 17/09/2018 | Books | |||||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 17/09/2018 | 649.00 | 006.312 LES | 25670 | 17/09/2018 | 17/09/2018 | Books | |||||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 17/09/2018 | 649.00 | 4 | 006.312 LES | 25671 | 23/08/2024 | 17/09/2018 | Books | 7 | 12/01/2024 |
