Mathematical analysis for machine learning and data mining (Record no. 7842)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01286nam a22001937a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241118203358.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241118b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780000988898 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | SIM |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Simovici, Dan |
| 245 ## - TITLE STATEMENT | |
| Title | Mathematical analysis for machine learning and data mining |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | World Scientific Publishing |
| Place of publication, distribution, etc. | Singapore |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 968 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 1895.00 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical analysis component of the typical mathematical curriculum for computer science students omits these very important ideas and techniques which are indispensable for approaching specialized area of machine learning centered around optimization such as support vector machines, neural networks, various types of regression, feature selection, and clustering. The book is of special interest to researchers and graduate students who will benefit from these application areas discussed in the book.<br/><br/>(https://www.worldscientific.com/worldscibooks/10.1142/10702#t=aboutBook) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining -- Mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning -- Mathematics |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| 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| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | TB2248 | 28-10-2024 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 11/18/2024 | Technical Bureau India Pvt. Ltd. | 1317.02 | 006.312 SIM | 006435 | 11/18/2024 | 1 | 1895.00 | 11/18/2024 | Book |