Applications of Self-Organizing Maps
The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, i.e. how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters...
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| Formato: | Online |
|---|---|
| Idioma: | inglês |
| Publicado em: |
IntechOpen
2021
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| Assuntos: | |
| Acesso em linha: | ONIX_20210420_9789535108627_1665 |
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| _version_ | 1869528184646533120 |
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| collection | Directory of Open Access Books |
| description | The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, i.e. how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of such applications is discussed. To name a few, these applications include the analysis of financial stability, the fault diagnosis of plants, the creation of well-composed heterogeneous teams and the application of the self-organizing map to the atmospheric sciences. |
| format | Online |
| id | doab-20.500.12854ir-66307 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-663072024-04-14T10:28:32Z Applications of Self-Organizing Maps Johnsson, Magnus Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, i.e. how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of such applications is discussed. To name a few, these applications include the analysis of financial stability, the fault diagnosis of plants, the creation of well-composed heterogeneous teams and the application of the self-organizing map to the atmospheric sciences. 2021-04-20T15:39:42Z 2021-04-20T15:39:42Z 2012 book ONIX_20210420_9789535108627_1665 9789535108627 9789535157229 https://directory.doabooks.org/handle/20.500.12854/66307 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/3167/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/3464 10.5772/3464 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789535108627 9789535157229 IntechOpen 300 open access |
| spellingShingle | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction Applications of Self-Organizing Maps |
| title | Applications of Self-Organizing Maps |
| title_full | Applications of Self-Organizing Maps |
| title_fullStr | Applications of Self-Organizing Maps |
| title_full_unstemmed | Applications of Self-Organizing Maps |
| title_short | Applications of Self-Organizing Maps |
| title_sort | applications of self organizing maps |
| topic | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction |
| topic_facet | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction |
| url | ONIX_20210420_9789535108627_1665 |