Cluster analysis and data mining: an introduction
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Dulles, Virginia
Mercury Learning and Information
[2015]
|
Schlagworte: | |
Beschreibung: | Online resource; title from title screen (Books24x7.com, viewed January 31, 2015) |
Beschreibung: | 1 online resource, 1 online resource illustrations |
ISBN: | 9781938549397 1938549392 |
Internformat
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500 | |a Online resource; title from title screen (Books24x7.com, viewed January 31, 2015) | ||
505 | 8 | |a Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and computer sciences. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. This book puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and includes separate chapters on JAN and the clustering of categorical data. -- | |
650 | 7 | |a MATHEMATICS / Applied |2 bisacsh | |
650 | 7 | |a MATHEMATICS / Probability & Statistics / General |2 bisacsh | |
650 | 7 | |a Cluster analysis |2 fast | |
650 | 7 | |a Data mining |2 fast | |
650 | 4 | |a Cluster analysis |a Data mining | |
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Datensatz im Suchindex
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any_adam_object | |
author | King, Ronald S. 1943- |
author_facet | King, Ronald S. 1943- |
author_role | aut |
author_sort | King, Ronald S. 1943- |
author_variant | r s k rs rsk |
building | Verbundindex |
bvnumber | BV046098883 |
collection | ZDB-4-ITC |
contents | Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and computer sciences. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. This book puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and includes separate chapters on JAN and the clustering of categorical data. -- |
ctrlnum | (ZDB-4-ITC)ocn904169973 (OCoLC)904169973 (DE-599)BVBBV046098883 |
dewey-full | 519.5/3 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 519 - Probabilities and applied mathematics |
dewey-raw | 519.5/3 |
dewey-search | 519.5/3 |
dewey-sort | 3519.5 13 |
dewey-tens | 510 - Mathematics |
discipline | Mathematik |
format | Electronic eBook |
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illustrated | Illustrated |
indexdate | 2024-07-10T08:35:13Z |
institution | BVB |
isbn | 9781938549397 1938549392 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031479701 |
oclc_num | 904169973 |
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psigel | ZDB-4-ITC |
publishDate | 2015 |
publishDateSearch | 2015 |
publishDateSort | 2015 |
publisher | Mercury Learning and Information |
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spelling | King, Ronald S. 1943- Verfasser aut Cluster analysis and data mining an introduction R.S. King Dulles, Virginia Mercury Learning and Information [2015] © 2015 1 online resource, 1 online resource illustrations txt rdacontent c rdamedia cr rdacarrier Online resource; title from title screen (Books24x7.com, viewed January 31, 2015) Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and computer sciences. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. This book puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and includes separate chapters on JAN and the clustering of categorical data. -- MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Cluster analysis fast Data mining fast Cluster analysis Data mining |
spellingShingle | King, Ronald S. 1943- Cluster analysis and data mining an introduction Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and computer sciences. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics. This book puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and includes separate chapters on JAN and the clustering of categorical data. -- MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Cluster analysis fast Data mining fast Cluster analysis Data mining |
title | Cluster analysis and data mining an introduction |
title_auth | Cluster analysis and data mining an introduction |
title_exact_search | Cluster analysis and data mining an introduction |
title_full | Cluster analysis and data mining an introduction R.S. King |
title_fullStr | Cluster analysis and data mining an introduction R.S. King |
title_full_unstemmed | Cluster analysis and data mining an introduction R.S. King |
title_short | Cluster analysis and data mining |
title_sort | cluster analysis and data mining an introduction |
title_sub | an introduction |
topic | MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Cluster analysis fast Data mining fast Cluster analysis Data mining |
topic_facet | MATHEMATICS / Applied MATHEMATICS / Probability & Statistics / General Cluster analysis Data mining Cluster analysis Data mining |
work_keys_str_mv | AT kingronalds clusteranalysisanddatamininganintroduction |