Cluster Analysis: A Survey
A tremendous amount of work has been done over the last thirty years in cluster analysis, with a significant amount occurring since 1960. A substantial portion of this work has appeared in many journals, including numerous applied journals, and a unified ex position is lacking. The purpose of this...
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Hauptverfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1974
|
Ausgabe: | 1st ed. 1974 |
Schriftenreihe: | Lecture Notes in Economics and Mathematical Systems
100 |
Schlagworte: | |
Online-Zugang: | BTU01 URL des Erstveröffentlichers |
Zusammenfassung: | A tremendous amount of work has been done over the last thirty years in cluster analysis, with a significant amount occurring since 1960. A substantial portion of this work has appeared in many journals, including numerous applied journals, and a unified ex position is lacking. The purpose of this monograph is to supply such an exposition by presenting a brief survey on cluster analysis. The main intent of the monograph is to give the reader a quick account of the prob lem of cluster analysis and to expose to him the various aspects thereof. With this intent in mind much detail has been omitted, particularly in so far as detailed examples are considered. Most of the references stated within the text contain examples and the reader can consult them for additional information on specific topics. Efforts were made to include in the reference section all papers that played a role in developing the "theory" of cluster analysis. Any omission of such references was not intentional and we would appreciate knowing about them. Many references to papers in applied journals are also contained, however, the list-is far from being complete. This monograph has been greatly influenced by the work of many people, most notably, J. A. Hartigan, D. Wishart, J. K. Bryan, R. E. Jensen, H. D. Vinod, and M. R. Rao. Several portions of the monograph were motivated by research performed under the support of NASA Manned Spacecraft Center, Earth Observations Division, under Contract NAS 9-12775 |
Beschreibung: | 1 Online-Ressource (VI, 140 p) |
ISBN: | 9783642463099 |
DOI: | 10.1007/978-3-642-46309-9 |
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520 | |a A tremendous amount of work has been done over the last thirty years in cluster analysis, with a significant amount occurring since 1960. A substantial portion of this work has appeared in many journals, including numerous applied journals, and a unified ex position is lacking. The purpose of this monograph is to supply such an exposition by presenting a brief survey on cluster analysis. The main intent of the monograph is to give the reader a quick account of the prob lem of cluster analysis and to expose to him the various aspects thereof. With this intent in mind much detail has been omitted, particularly in so far as detailed examples are considered. Most of the references stated within the text contain examples and the reader can consult them for additional information on specific topics. Efforts were made to include in the reference section all papers that played a role in developing the "theory" of cluster analysis. Any omission of such references was not intentional and we would appreciate knowing about them. Many references to papers in applied journals are also contained, however, the list-is far from being complete. This monograph has been greatly influenced by the work of many people, most notably, J. A. Hartigan, D. Wishart, J. K. Bryan, R. E. Jensen, H. D. Vinod, and M. R. Rao. Several portions of the monograph were motivated by research performed under the support of NASA Manned Spacecraft Center, Earth Observations Division, under Contract NAS 9-12775 | ||
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edition | 1st ed. 1974 |
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spelling | Duran, B. S. Verfasser aut Cluster Analysis A Survey by B. S. Duran, P. L. Odell 1st ed. 1974 Berlin, Heidelberg Springer Berlin Heidelberg 1974 1 Online-Ressource (VI, 140 p) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Economics and Mathematical Systems 100 A tremendous amount of work has been done over the last thirty years in cluster analysis, with a significant amount occurring since 1960. A substantial portion of this work has appeared in many journals, including numerous applied journals, and a unified ex position is lacking. The purpose of this monograph is to supply such an exposition by presenting a brief survey on cluster analysis. The main intent of the monograph is to give the reader a quick account of the prob lem of cluster analysis and to expose to him the various aspects thereof. With this intent in mind much detail has been omitted, particularly in so far as detailed examples are considered. Most of the references stated within the text contain examples and the reader can consult them for additional information on specific topics. Efforts were made to include in the reference section all papers that played a role in developing the "theory" of cluster analysis. Any omission of such references was not intentional and we would appreciate knowing about them. Many references to papers in applied journals are also contained, however, the list-is far from being complete. This monograph has been greatly influenced by the work of many people, most notably, J. A. Hartigan, D. Wishart, J. K. Bryan, R. E. Jensen, H. D. Vinod, and M. R. Rao. Several portions of the monograph were motivated by research performed under the support of NASA Manned Spacecraft Center, Earth Observations Division, under Contract NAS 9-12775 Applications of Mathematics Applied mathematics Engineering mathematics Cluster-Analyse (DE-588)4070044-6 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 s DE-604 Cluster-Analyse (DE-588)4070044-6 s Odell, P. L. aut Erscheint auch als Druck-Ausgabe 9783540069546 Erscheint auch als Druck-Ausgabe 9783642463105 https://doi.org/10.1007/978-3-642-46309-9 Verlag URL des Erstveröffentlichers Volltext |
spellingShingle | Duran, B. S. Odell, P. L. Cluster Analysis A Survey Applications of Mathematics Applied mathematics Engineering mathematics Cluster-Analyse (DE-588)4070044-6 gnd Automatische Klassifikation (DE-588)4120957-6 gnd |
subject_GND | (DE-588)4070044-6 (DE-588)4120957-6 |
title | Cluster Analysis A Survey |
title_auth | Cluster Analysis A Survey |
title_exact_search | Cluster Analysis A Survey |
title_exact_search_txtP | Cluster Analysis A Survey |
title_full | Cluster Analysis A Survey by B. S. Duran, P. L. Odell |
title_fullStr | Cluster Analysis A Survey by B. S. Duran, P. L. Odell |
title_full_unstemmed | Cluster Analysis A Survey by B. S. Duran, P. L. Odell |
title_short | Cluster Analysis |
title_sort | cluster analysis a survey |
title_sub | A Survey |
topic | Applications of Mathematics Applied mathematics Engineering mathematics Cluster-Analyse (DE-588)4070044-6 gnd Automatische Klassifikation (DE-588)4120957-6 gnd |
topic_facet | Applications of Mathematics Applied mathematics Engineering mathematics Cluster-Analyse Automatische Klassifikation |
url | https://doi.org/10.1007/978-3-642-46309-9 |
work_keys_str_mv | AT duranbs clusteranalysisasurvey AT odellpl clusteranalysisasurvey |