Data Mining: Concepts, Models, Methods, and Algorithms (Record no. 7085)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02158nam a22002057a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | AIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230828173559.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230828b ii ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1-119-51604-0 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AIT |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | KAN |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kantardzic, Mehmed |
| 9 (RLIN) | 13537 |
| 245 ## - TITLE STATEMENT | |
| Title | Data Mining: Concepts, Models, Methods, and Algorithms |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New Jersey, |
| Name of publisher, distributor, etc. | John Wiley & Sons, Inc ; |
| Date of publication, distribution, etc. | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 639 p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces<br/><br/>The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. The author―a noted expert on the topic―explains the basic concepts, models, and methodologies that have been developed in recent years.<br/><br/>This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.This third edition presents new and expanded information that:<br/><br/>• Explores big data and cloud computing<br/><br/>• Examines deep learning<br/><br/>• Includes information on convolutional neural networks (CNN)<br/><br/>• Offers reinforcement learning<br/><br/>• Contains semi-supervised learning and S3VM<br/><br/>• Reviews model evaluation for unbalanced data<br/><br/>Written for graduate students in computer science, computer engineers, and computer information systems professionals, the updated third edition of Data Mining continues to provide an essential guide to the basic principles of the technology and the most recent developments in the field. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Mining I MCA |
| 9 (RLIN) | 13538 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | MCA Books |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Department | Bill Number | Bill Date | Discount % |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Atria Institute of Technology | Atria Institute of Technology | 18/08/2023 | Book Paradise Bill No: 96725 dtd: 18/07/2023 | 005.74 HAN | MCA01260 | 28/08/2023 | 28/08/2023 | MCA Books | 96725 | 08-08-2023 | 10% |
