Multidimensional clustering algorithms:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Vienna, Würzburg
Physica-Verl.
1985
|
| Series: | Compstat lectures
4 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 131 S. graph. Darst. |
| ISBN: | 3705100084 |
Staff View
MARC
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Record in the Search Index
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| adam_text | CONTENTS
1. ALGORITHMS AND APPLICATIONS
1.1 Introduction
1.2 Matrix reordering techniques
1.3 Distance and dissimilarity
1.4 Graph theoretic approaches
1.5 Hierarchical and non hierarchical methods
1.6 References
2. FAST NEAREST NEIGHBOUR SEARCHING
2.1 Introduction
2.2 Hashing
2.3 Multidimensional binary search tree
2.4 Bounding using projections or the Euclidean distance
2.5 Bounding using the triangular inequality
2.6 Nearest neighbour algorithms in information retrieval
2.7 Open problems
2.8 References
3. SYNOPTIC CLUSTERING
3.1 Introduction
3.2 Minimum variance method in perspective
3.3 Geometric agglomerative methods
3.4 Minimum variance method : mathematical properties
3.5 Reducibility property
3.6 Multiple cluster algorithm
3.7 Single cluster algorithm
3.8 References
4. CONNECTIVITY CLUSTERING
4.1 Introduction
4.2 Single link method in perspective
4.3 Traditional minimal spanning tree algorithms
4.4 Minimal spanning tree using fast nearest neighbour
searching
4.5 Minimal spanning tree of sparse and planar graphs
4.6 Extension : mode analysis
4.7 References
5. NEW CLUSTERING PROBLEMS
5.1 Introduction
5.2 Contiguity constrained clustering
5.3 clustering of interaction data
5.4 References
|
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| author | Murtagh, Fionn |
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| classification_rvk | QH 230 SK 830 SK 840 ST 130 ST 320 |
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| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-search | 519.53 |
| dewey-sort | 3519.53 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T15:39:25Z |
| institution | BVB |
| isbn | 3705100084 |
| language | English |
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| physical | 131 S. graph. Darst. |
| publishDate | 1985 |
| publishDateSearch | 1985 |
| publishDateSort | 1985 |
| publisher | Physica-Verl. |
| record_format | marc |
| series | Compstat lectures |
| series2 | Compstat lectures |
| spelling | Murtagh, Fionn Verfasser aut Multidimensional clustering algorithms Fionn Murtagh Vienna, Würzburg Physica-Verl. 1985 131 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Compstat lectures 4 Algorithmes Classification automatique (Statistique) analyse algorithme inriac analyse statistique inriac Datenverarbeitung Algorithms Cluster analysis Cluster analysis Data processing Mathematical statistics Data processing Cluster-Analyse (DE-588)4070044-6 gnd rswk-swf Algorithmus (DE-588)4001183-5 gnd rswk-swf Cluster-Analyse (DE-588)4070044-6 s Algorithmus (DE-588)4001183-5 s DE-604 Compstat lectures 4 (DE-604)BV002677631 4 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337739&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Murtagh, Fionn Multidimensional clustering algorithms Compstat lectures Algorithmes Classification automatique (Statistique) analyse algorithme inriac analyse statistique inriac Datenverarbeitung Algorithms Cluster analysis Cluster analysis Data processing Mathematical statistics Data processing Cluster-Analyse (DE-588)4070044-6 gnd Algorithmus (DE-588)4001183-5 gnd |
| subject_GND | (DE-588)4070044-6 (DE-588)4001183-5 |
| title | Multidimensional clustering algorithms |
| title_auth | Multidimensional clustering algorithms |
| title_exact_search | Multidimensional clustering algorithms |
| title_full | Multidimensional clustering algorithms Fionn Murtagh |
| title_fullStr | Multidimensional clustering algorithms Fionn Murtagh |
| title_full_unstemmed | Multidimensional clustering algorithms Fionn Murtagh |
| title_short | Multidimensional clustering algorithms |
| title_sort | multidimensional clustering algorithms |
| topic | Algorithmes Classification automatique (Statistique) analyse algorithme inriac analyse statistique inriac Datenverarbeitung Algorithms Cluster analysis Cluster analysis Data processing Mathematical statistics Data processing Cluster-Analyse (DE-588)4070044-6 gnd Algorithmus (DE-588)4001183-5 gnd |
| topic_facet | Algorithmes Classification automatique (Statistique) analyse algorithme analyse statistique Datenverarbeitung Algorithms Cluster analysis Cluster analysis Data processing Mathematical statistics Data processing Cluster-Analyse Algorithmus |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337739&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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