Data classification : (Record no. 90931)
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000 -LEADER | |
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fixed length control field | 01139nam a2200181 4500 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 230926b2020 |||||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780367659141 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.741 AGG-C |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | edited by Aggarwal, Charu C. |
245 ## - TITLE STATEMENT | |
Title | Data classification : |
Remainder of title | algorithms and applications / |
Statement of responsibility, etc. | edited by Charu C. Aggarwal |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc. | Boca Raton |
Name of publisher, distributor, etc. | CRC Press |
Date of publication, distribution, etc. | 2020 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 671p. |
500 ## - GENERAL NOTE | |
General note | This book homes in on three primary aspects of data classification: the core methods for data classification, including probabilistic type, decision trees, rule-based methods, and SVM methods; different problem domains and scenarios such as multimedia data, text data, biological data, categorical data, network data, data streams and uncertain data: and different variations of the classification problem such as ensemble methods, visual methods, transfer learning, semi-supervised methods and active learning. These advanced methods can enhance the quality of the underlying classification results. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Algorithms |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Categories (Mathematics) |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | File organization (Computer science) |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
Withdrawn status |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 | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
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Dewey Decimal Classification | 003-007 | BITS Pilani Hyderabad | BITS Pilani Hyderabad | General Stack (For lending) | 26/09/2023 | 005.741 AGG-C | 47268 | 06/05/2024 | 26/09/2023 | Books |