Data mining (Record no. 241078)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02480nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260327151831.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260327b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788131267660 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | HAND |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jiawei Han and others |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 259663 |
| 245 ## - TITLE STATEMENT | |
| Title | Data mining |
| Remainder of title | : concepts and techniques Ed 4 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Amsterdam |
| Name of publisher, distributor, etc. | Elsevier |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxix,752p |
| Other physical details | PB |
| Dimensions | 24x18cm |
| 365 ## - TRADE PRICE | |
| Source of price type code | Information Science and Engineering |
| Price type code | VBI-2645 |
| Price amount | ₹731.25 |
| Currency code | ₹ |
| Unit of pricing | ₹975 |
| Price note | 25% |
| Price effective from | 20-02-2026 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets.<br/>After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.<br/>Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks<br/>Addresses advanced topics in one dedicated chapter: data mining trends and research frontiers, including mining rich data types (text, spatiotemporal data, and graph/networks), data mining applications (such as sentiment analysis, truth discovery, and information propagattion), data mining methodologie and systems, and data mining and society<br/>Provides a comprehensive, practical look at the concepts and techniques needed to get the most out of your data |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Processing |
| 9 (RLIN) | 259650 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Warehousing |
| 9 (RLIN) | 259651 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Pattern Mining |
| 9 (RLIN) | 259652 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pei, Jian |
| 9 (RLIN) | 259653 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tong, Hanghang |
| 9 (RLIN) | 259654 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Information Science and Engineering | St Aloysius Engineering Library | St Aloysius Engineering Library | 03/21/2026 | Vidyathri Books, Bengaluru-560076 | 731.25 | 005.74 HAND | SE000338 | 03/27/2026 | 975.00 | 02/20/2026 | Book |
