Self-organizing maps:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Deutsch |
| Veröffentlicht: |
Berlin u.a.
Springer
1995
|
| Schriftenreihe: | Springer series in information sciences
30 |
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006658570&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Abstract: | The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technologies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor. |
| Beschreibung: | Literaturverz. S. 283 - 349 |
| Umfang: | XV, 362 S. Ill., graph. Darst. |
| ISBN: | 3540586008 |
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| 520 | 3 | |a The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technologies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor. | |
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| discipline | Informatik |
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| id | DE-604.BV010039679 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T09:46:47Z |
| institution | BVB |
| isbn | 3540586008 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006658570 |
| oclc_num | 32012438 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-N2 DE-91 DE-BY-TUM DE-92 DE-83 DE-11 |
| owner_facet | DE-355 DE-BY-UBR DE-N2 DE-91 DE-BY-TUM DE-92 DE-83 DE-11 |
| physical | XV, 362 S. Ill., graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer |
| record_format | marc |
| series | Springer series in information sciences |
| series2 | Springer series in information sciences |
| spellingShingle | Kohonen, Teuvo Self-organizing maps Springer series in information sciences Kunstmatige intelligentie gtt Processos estocásticos especiais larpcal Redes neurais larpcal Neural networks (Computer science) Self-organizing maps Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| subject_GND | (DE-588)4305302-6 |
| title | Self-organizing maps |
| title_auth | Self-organizing maps |
| title_exact_search | Self-organizing maps |
| title_full | Self-organizing maps Teuvo Kohonen |
| title_fullStr | Self-organizing maps Teuvo Kohonen |
| title_full_unstemmed | Self-organizing maps Teuvo Kohonen |
| title_short | Self-organizing maps |
| title_sort | self organizing maps |
| topic | Kunstmatige intelligentie gtt Processos estocásticos especiais larpcal Redes neurais larpcal Neural networks (Computer science) Self-organizing maps Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| topic_facet | Kunstmatige intelligentie Processos estocásticos especiais Redes neurais Neural networks (Computer science) Self-organizing maps Selbstorganisierende Karte |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006658570&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000008063 |
| work_keys_str_mv | AT kohonenteuvo selforganizingmaps |
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| Exemplar 1 | Ausleihbar Am Standort |