Principles of Data Mining (Registro nro. 7075)

Detalles MARC
000 -LEADER
fixed length control field 03555nam a2200457 a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250329170944.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu---uuuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 161109s2016 s 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781447173076
-- 978-1-4471-7307-6
040 ## - CATALOGING SOURCE
Original cataloging agency CO-CtgCURN
Language of cataloging spa
Transcribing agency coctgcurn
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 025.04
Edition information 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Bramer, Max.,
Relator term autor.
Relationship aut.
-- http://id.loc.gov/vocabulary/relators/aut
245 10 - TITLE STATEMENT
Title Principles of Data Mining
Medium [electronic resource] /
Statement of responsibility, etc. by Max Bramer.
250 ## - EDITION STATEMENT
Edition statement Tercera edicion.
260 #4 - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. London : : :
Name of publisher, distributor, etc. Springer London : : :
-- Imprint: Springer,,,
Date of publication, distribution, etc. 2016.
260 #1 - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2016.
300 ## - PHYSICAL DESCRIPTION
Extent XV, 526 p. 123 illus. :
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term texto
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computador
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term recurso en línea
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Undergraduate Topics in Computer Science,
International Standard Serial Number 1863-7310
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Incluye referencias bibliográficas e índice.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction to Data Mining -- Data for Data Mining -- Introduction to Classification: Naïve Bayes and Nearest Neighbour -- Using Decision Trees for Classification -- Decision Tree Induction: Using Entropy for Attribute Selection -- Decision Tree Induction: Using Frequency Tables for Attribute Selection -- Estimating the Predictive Accuracy of a Classifier -- Continuous Attributes -- Avoiding Overfitting of Decision Trees -- More About Entropy -- Inducing Modular Rules for Classification -- Measuring the Performance of a Classifier -- Dealing with Large Volumes of Data -- Ensemble Classification -- Comparing Classifiers -- Associate Rule Mining I -- Associate Rule Mining II -- Associate Rule Mining III -- Clustering -- Mining -- Classifying Streaming Data -- Classifying Streaming Data II: Time-dependent Data -- Appendix A - Essential Mathematics -- Appendix B - Datasets -- Appendix C - Sources of Further Information -- Appendix D - Glossary and Notation -- Appendix E - Solutions to Self-assessment Exercises -- Index.
520 ## - SUMMARY, ETC.
Summary, etc. Este libro explica y explora las principales técnicas de minería de datos, la extracción automática de información implícita y potencialmente útil de los datos, que se utiliza cada vez más en áreas comerciales, científicas y otras áreas de aplicación. Se centra en la clasificación, la minería de reglas de asociación y la agrupación.Cada tema se explica claramente, con un enfoque en algoritmos, no formalismo matemático, y se ilustra con ejemplos detallados y trabajados. El libro está escrito para lectores sin una sólida formación en matemáticas o estadísticas y las fórmulas utilizadas se explican en detalle.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Almacenamiento y recuperación de información.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Administración de bases de datos.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Inteligencia artificial.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Ciencias de la computación.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Almacenamiento y recuperación de información.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Administración de bases de datos.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Técnicas de programación.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
856 7# - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://unicurn.sharepoint.com/:b:/s/biblioteca/EbBCfz4R7DRMn7dAUDI5Y74BuMps2SGBZ5NpHQx7Pis1Tg?e=x663ZC">https://unicurn.sharepoint.com/:b:/s/biblioteca/EbBCfz4R7DRMn7dAUDI5Y74BuMps2SGBZ5NpHQx7Pis1Tg?e=x663ZC</a>
Public note <img src="/screens/gifs/go4.gif" alt="Go button" border="0" width="21" height="21" hspace="7" align=middle"> Vea este libro electrónico
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Libros electrónicos
Classification part 025.04
Item part B815
Source of classification or shelving scheme Dewey Decimal Classification
960 ## - PHYSICAL LOCATION (RLIN)
Physical location, PLOC (RLIN) a2845974
Existencias
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Total checkouts Full call number Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Libros electrónicos Miguel Henríquez Castañeda Miguel Henríquez Castañeda   03/29/2025   025.04 B815 03/29/2025 03/29/2025 Libros electrónicos