Learning with kernels: support vector machines, regularization, optimization, and beyond
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge, Massachusetts
MIT Press
2002
|
| Schriftenreihe: | Adaptive computation and machine learning
|
| Schlagwörter: | |
| Links: | https://ebookcentral.proquest.com/lib/erlangen/detail.action?docID=3338886 http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267332 |
| Beschreibung: | Includes bibliographical references (pages 591-616) and index |
| Umfang: | 1 Online-Ressource (xviii, 626 Seiten) |
| ISBN: | 9780262256933 0262256932 0585477590 9780585477596 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV042508880 | ||
| 003 | DE-604 | ||
| 005 | 20220902 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 150417s2002 xx o|||| 00||| eng d | ||
| 020 | |a 9780262256933 |c electronic bk. |9 978-0-262-25693-3 | ||
| 020 | |a 0262256932 |c electronic bk. |9 0-262-25693-2 | ||
| 020 | |a 0585477590 |c electronic bk. |9 0-585-47759-0 | ||
| 020 | |a 9780585477596 |c electronic bk. |9 978-0-585-47759-6 | ||
| 035 | |a (OCoLC)53833203 | ||
| 035 | |a (DE-599)BVBBV042508880 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-Aug4 |a DE-573 |a DE-860 |a DE-83 |a DE-29 | ||
| 082 | 0 | |a 006.3/1 |2 22 | |
| 084 | |a ST 278 |0 (DE-625)143644: |2 rvk | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 084 | |a ST 304 |0 (DE-625)143653: |2 rvk | ||
| 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 |
| 689 | 0 | 0 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | 1 | |a Kernel |g Informatik |0 (DE-588)4338679-9 |D s |
| 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 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-0-262-19475-4 |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 0-262-19475-9 |
| 856 | 4 | 0 | |u http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267332 |x Verlag |3 Volltext |
| 912 | |a ZDB-4-NLEBK | ||
| 912 | |a ZDB-37-IEM | ||
| 912 | |a ZDB-30-PQE | ||
| 940 | 1 | |q ZDB-37-IEM_GB/15 | |
| 940 | 1 | |q FLA_PDA_EBU | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-027943443 | |
| 966 | e | |u https://ebookcentral.proquest.com/lib/erlangen/detail.action?docID=3338886 |l DE-29 |p ZDB-30-PQE |x Aggregator |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1818980293979144192 |
|---|---|
| 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 |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02815nam a2200697zc 4500</leader><controlfield tag="001">BV042508880</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20220902 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">150417s2002 xx o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780262256933</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-262-25693-3</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0262256932</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-262-25693-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0585477590</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-585-47759-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780585477596</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-585-47759-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)53833203</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV042508880</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-860</subfield><subfield code="a">DE-83</subfield><subfield code="a">DE-29</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/1</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 278</subfield><subfield code="0">(DE-625)143644:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 304</subfield><subfield code="0">(DE-625)143653:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Schölkopf, Bernhard</subfield><subfield code="d">1968-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)14184633X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Learning with kernels</subfield><subfield code="b">support vector machines, regularization, optimization, and beyond</subfield><subfield code="c">Bernhard Schölkopf, Alexander J. Smola</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge, Massachusetts</subfield><subfield code="b">MIT Press</subfield><subfield code="c">2002</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2002</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xviii, 626 Seiten)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Adaptive computation and machine learning</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 591-616) and index</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Enterprise Applications / Business Intelligence Tools</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Intelligence (AI) & Semantics</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Algorithms</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Kernel functions</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Machine learning</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Machine-learning</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Vectorcomputers</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Machine learning</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Algorithms</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Kernel functions</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Support-Vektor-Maschine</subfield><subfield code="0">(DE-588)4505517-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Kernel</subfield><subfield code="g">Informatik</subfield><subfield code="0">(DE-588)4338679-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Kernel</subfield><subfield code="g">Informatik</subfield><subfield code="0">(DE-588)4338679-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Support-Vektor-Maschine</subfield><subfield code="0">(DE-588)4505517-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Smola, Alexander J.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-0-262-19475-4</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">0-262-19475-9</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267332</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-NLEBK</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-37-IEM</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PQE</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-37-IEM_GB/15</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">FLA_PDA_EBU</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027943443</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://ebookcentral.proquest.com/lib/erlangen/detail.action?docID=3338886</subfield><subfield code="l">DE-29</subfield><subfield code="p">ZDB-30-PQE</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV042508880 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:13:08Z |
| institution | BVB |
| isbn | 9780262256933 0262256932 0585477590 9780585477596 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027943443 |
| oclc_num | 53833203 |
| open_access_boolean | |
| owner | DE-Aug4 DE-573 DE-860 DE-83 DE-29 |
| owner_facet | DE-Aug4 DE-573 DE-860 DE-83 DE-29 |
| physical | 1 Online-Ressource (xviii, 626 Seiten) |
| psigel | ZDB-4-NLEBK ZDB-37-IEM ZDB-30-PQE ZDB-37-IEM_GB/15 FLA_PDA_EBU |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| 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 |