Minería de Datos : (Record no. 31702)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02487nam a22004573i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC7051729 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240724115541.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2017 xx o ||||0 spa d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788491169048 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9788491169031 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC7051729 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL7051729 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1319855486 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gironés Roig, Jordi. |
| 245 10 - TITLE STATEMENT | |
| Title | Minería de Datos : |
| Remainder of title | Modelos y Algoritmos. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Barcelona : |
| Name of producer, publisher, distributor, manufacturer | Editorial UOC, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2017. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (274 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Manuales Series |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | En este libro se introducen los conceptos fundamentales de la minería de datos (data mining) y del aprendizaje automático (machine learning). El lector podrá encontrar una revisión completa de las técnicas avanzadas más usadas en estos campos con un enfoque claramente descriptivo para que entienda los conceptos e ideas básicos ocultos detrás de cada algoritmo o técnica. Las páginas de este libro abordan desde las etapas previas de preparación de los datos -los métodos de reducción de la dimensionalidad y extracción de características (PCA, SVD, NNMF), métodos de aprendizaje no supervisado (agrupamiento jerárquico, k-means, canopy), métodos de aprendizaje supervisado (k-NN, SVM, redes neuronales, árboles de decisión, métodos probabilísticos)-, hasta los diferentes métodos de combinación de clasificadores. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Casas Roma, Jordi. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Minguillón Alfonso, Julià. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Gironés Roig, Jordi |
| Title | Minería de Datos |
| Place, publisher, and date of publication | Barcelona : Editorial UOC,c2017 |
| International Standard Book Number | 9788491169031 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Manuales Series |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=7051729">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=7051729</a> |
| Public note | Click to View |
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