Learning with kernels: support vector machines, regularization, optimization, and beyond
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts
MIT Press
2002
|
| Schriftenreihe: | Adaptive computation and machine learning
|
| Schlagworte: | |
| Online-Zugang: | UER01 Volltext |
| Beschreibung: | Includes bibliographical references (pages 591-616) and index |
| Beschreibung: | 1 Online-Ressource (xviii, 626 Seiten) |
| ISBN: | 9780262256933 0262256932 0585477590 9780585477596 |
Internformat
MARC
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| 100 | 1 | |a Schölkopf, Bernhard |d 1968- |e Verfasser |0 (DE-588)14184633X |4 aut | |
| 245 | 1 | 0 | |a Learning with kernels |b support vector machines, regularization, optimization, and beyond |c Bernhard Schölkopf, Alexander J. Smola |
| 264 | 1 | |a Cambridge, Massachusetts |b MIT Press |c 2002 | |
| 264 | 4 | |c © 2002 | |
| 300 | |a 1 Online-Ressource (xviii, 626 Seiten) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Adaptive computation and machine learning | |
| 500 | |a Includes bibliographical references (pages 591-616) and index | ||
| 650 | 7 | |a COMPUTERS / Enterprise Applications / Business Intelligence Tools |2 bisacsh | |
| 650 | 7 | |a COMPUTERS / Intelligence (AI) & Semantics |2 bisacsh | |
| 650 | 7 | |a Algorithms |2 fast | |
| 650 | 7 | |a Kernel functions |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Machine-learning |2 gtt | |
| 650 | 7 | |a Vectorcomputers |2 gtt | |
| 650 | 4 | |a Machine learning | |
| 650 | 4 | |a Algorithms | |
| 650 | 4 | |a Kernel functions | |
| 650 | 0 | 7 | |a Support-Vektor-Maschine |0 (DE-588)4505517-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Kernel |g Informatik |0 (DE-588)4338679-9 |2 gnd |9 rswk-swf |
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| 689 | 0 | 2 | |a Support-Vektor-Maschine |0 (DE-588)4505517-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Smola, Alexander J. |e Verfasser |4 aut | |
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Datensatz im Suchindex
| _version_ | 1804153252796694528 |
|---|---|
| any_adam_object | |
| author | Schölkopf, Bernhard 1968- Smola, Alexander J. |
| author_GND | (DE-588)14184633X |
| author_facet | Schölkopf, Bernhard 1968- Smola, Alexander J. |
| author_role | aut aut |
| author_sort | Schölkopf, Bernhard 1968- |
| author_variant | b s bs a j s aj ajs |
| building | Verbundindex |
| bvnumber | BV042508880 |
| classification_rvk | ST 278 ST 300 ST 304 |
| collection | ZDB-4-NLEBK ZDB-37-IEM ZDB-30-PQE |
| ctrlnum | (OCoLC)53833203 (DE-599)BVBBV042508880 |
| dewey-full | 006.3/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 |
| dewey-search | 006.3/1 |
| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:23:40Z |
| institution | BVB |
| isbn | 9780262256933 0262256932 0585477590 9780585477596 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027943443 |
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| owner_facet | DE-Aug4 DE-573 DE-860 DE-83 DE-29 |
| physical | 1 Online-Ressource (xviii, 626 Seiten) |
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| publishDate | 2002 |
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| publisher | MIT Press |
| record_format | marc |
| series2 | Adaptive computation and machine learning |
| spelling | Schölkopf, Bernhard 1968- Verfasser (DE-588)14184633X aut Learning with kernels support vector machines, regularization, optimization, and beyond Bernhard Schölkopf, Alexander J. Smola Cambridge, Massachusetts MIT Press 2002 © 2002 1 Online-Ressource (xviii, 626 Seiten) txt rdacontent c rdamedia cr rdacarrier Adaptive computation and machine learning Includes bibliographical references (pages 591-616) and index COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Algorithms fast Kernel functions fast Machine learning fast Machine-learning gtt Vectorcomputers gtt Machine learning Algorithms Kernel functions Support-Vektor-Maschine (DE-588)4505517-8 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Kernel Informatik (DE-588)4338679-9 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 s Kernel Informatik (DE-588)4338679-9 s Support-Vektor-Maschine (DE-588)4505517-8 s DE-604 Smola, Alexander J. Verfasser aut Erscheint auch als Druck-Ausgabe 978-0-262-19475-4 Erscheint auch als Druck-Ausgabe 0-262-19475-9 http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267332 Verlag Volltext |
| spellingShingle | Schölkopf, Bernhard 1968- Smola, Alexander J. Learning with kernels support vector machines, regularization, optimization, and beyond COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Algorithms fast Kernel functions fast Machine learning fast Machine-learning gtt Vectorcomputers gtt Machine learning Algorithms Kernel functions Support-Vektor-Maschine (DE-588)4505517-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Kernel Informatik (DE-588)4338679-9 gnd |
| subject_GND | (DE-588)4505517-8 (DE-588)4193754-5 (DE-588)4338679-9 |
| title | Learning with kernels support vector machines, regularization, optimization, and beyond |
| title_auth | Learning with kernels support vector machines, regularization, optimization, and beyond |
| title_exact_search | Learning with kernels support vector machines, regularization, optimization, and beyond |
| title_full | Learning with kernels support vector machines, regularization, optimization, and beyond Bernhard Schölkopf, Alexander J. Smola |
| title_fullStr | Learning with kernels support vector machines, regularization, optimization, and beyond Bernhard Schölkopf, Alexander J. Smola |
| title_full_unstemmed | Learning with kernels support vector machines, regularization, optimization, and beyond Bernhard Schölkopf, Alexander J. Smola |
| title_short | Learning with kernels |
| title_sort | learning with kernels support vector machines regularization optimization and beyond |
| title_sub | support vector machines, regularization, optimization, and beyond |
| topic | COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Algorithms fast Kernel functions fast Machine learning fast Machine-learning gtt Vectorcomputers gtt Machine learning Algorithms Kernel functions Support-Vektor-Maschine (DE-588)4505517-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Kernel Informatik (DE-588)4338679-9 gnd |
| topic_facet | COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Algorithms Kernel functions Machine learning Machine-learning Vectorcomputers Support-Vektor-Maschine Maschinelles Lernen Kernel Informatik |
| url | http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267332 |
| work_keys_str_mv | AT scholkopfbernhard learningwithkernelssupportvectormachinesregularizationoptimizationandbeyond AT smolaalexanderj learningwithkernelssupportvectormachinesregularizationoptimizationandbeyond |