Independent component analysis:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York
J. Wiley
c2001
|
| Schlagworte: | |
| Online-Zugang: | FRO01 TUM01 Volltext |
| Beschreibung: | Includes bibliographical references (p. 449-475) and index Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications |
| Beschreibung: | 1 Online-Ressource (xxi, 481 p.) 25 cm |
| ISBN: | 0471221317 9780471221319 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV040769081 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 130221s2001 |||| o||u| ||||||eng d | ||
| 020 | |a 0471221317 |c Online |9 0-471-22131-7 | ||
| 020 | |a 9780471221319 |c Online |9 978-0-471-22131-9 | ||
| 024 | 7 | |a 10.1002/0471221317 |2 doi | |
| 035 | |a (OCoLC)874311033 | ||
| 035 | |a (DE-599)BVBBV040769081 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-91 |a DE-861 | ||
| 084 | |a QH 234 |0 (DE-625)141549: |2 rvk | ||
| 084 | |a SK 830 |0 (DE-625)143259: |2 rvk | ||
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 245 | 1 | 0 | |a Independent component analysis |c Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| 264 | 1 | |a New York |b J. Wiley |c c2001 | |
| 300 | |a 1 Online-Ressource (xxi, 481 p.) |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Includes bibliographical references (p. 449-475) and index | ||
| 500 | |a Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications | ||
| 533 | |a Online-Ausgabe |b Somerset, N.J. |c Wiley InterScience605 L |a Online-Ausgabe | ||
| 650 | 4 | |a Multivariate analysis | |
| 650 | 4 | |a Principal components analysis | |
| 650 | 0 | 7 | |a Komponentenanalyse |0 (DE-588)4133251-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Signalverarbeitung |0 (DE-588)4054947-1 |2 gnd |9 rswk-swf |
| 655 | 7 | |8 1\p |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Komponentenanalyse |0 (DE-588)4133251-9 |D s |
| 689 | 0 | 1 | |a Signalverarbeitung |0 (DE-588)4054947-1 |D s |
| 689 | 0 | |8 2\p |5 DE-604 | |
| 700 | 1 | |a Hyvärinen, Aapo |e Sonstige |4 oth | |
| 700 | 1 | |a Karhunen, Juha |e Sonstige |4 oth | |
| 700 | 1 | |a Oja, Erkki |e Sonstige |4 oth | |
| 710 | 2 | |a John Wiley & Sons |e Sonstige |4 oth | |
| 776 | 0 | 8 | |i Reproduktion von |t Independent component analysis |d c2001 |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 0-471-40540-X |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-0-471-40540-5 |
| 856 | 4 | 0 | |u https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 |x Verlag |3 Volltext |
| 912 | |a ZDB-35-WIC | ||
| 940 | 1 | |q FHR_PDA_WIC | |
| 940 | 1 | |q UBG_PDA_WIC | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-025747499 | ||
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 |l FRO01 |p ZDB-35-WIC |q FRO_PDA_WIC |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 |l TUM01 |p ZDB-35-WIC |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804150098924404736 |
|---|---|
| any_adam_object | |
| building | Verbundindex |
| bvnumber | BV040769081 |
| classification_rvk | QH 234 SK 830 ST 300 |
| collection | ZDB-35-WIC |
| ctrlnum | (OCoLC)874311033 (DE-599)BVBBV040769081 |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03286nmm a2200613zc 4500</leader><controlfield tag="001">BV040769081</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">130221s2001 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0471221317</subfield><subfield code="c">Online</subfield><subfield code="9">0-471-22131-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780471221319</subfield><subfield code="c">Online</subfield><subfield code="9">978-0-471-22131-9</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/0471221317</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)874311033</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV040769081</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-91</subfield><subfield code="a">DE-861</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 234</subfield><subfield code="0">(DE-625)141549:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 830</subfield><subfield code="0">(DE-625)143259:</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="245" ind1="1" ind2="0"><subfield code="a">Independent component analysis</subfield><subfield code="c">Aapo Hyvärinen, Juha Karhunen, Erkki Oja</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">New York</subfield><subfield code="b">J. Wiley</subfield><subfield code="c">c2001</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxi, 481 p.)</subfield><subfield code="c">25 cm</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="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (p. 449-475) and index</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications</subfield></datafield><datafield tag="533" ind1=" " ind2=" "><subfield code="a">Online-Ausgabe</subfield><subfield code="b">Somerset, N.J.</subfield><subfield code="c">Wiley InterScience605 L</subfield><subfield code="a">Online-Ausgabe</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Multivariate analysis</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Principal components analysis</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Komponentenanalyse</subfield><subfield code="0">(DE-588)4133251-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Signalverarbeitung</subfield><subfield code="0">(DE-588)4054947-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="8">1\p</subfield><subfield code="0">(DE-588)4113937-9</subfield><subfield code="a">Hochschulschrift</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Komponentenanalyse</subfield><subfield code="0">(DE-588)4133251-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Signalverarbeitung</subfield><subfield code="0">(DE-588)4054947-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">2\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Hyvärinen, Aapo</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Karhunen, Juha</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Oja, Erkki</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">John Wiley & Sons</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Reproduktion von</subfield><subfield code="t">Independent component analysis</subfield><subfield code="d">c2001</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">0-471-40540-X</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-0-471-40540-5</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-35-WIC</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">FHR_PDA_WIC</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">UBG_PDA_WIC</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-025747499</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">FRO_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317</subfield><subfield code="l">TUM01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| genre | 1\p (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV040769081 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T00:33:32Z |
| institution | BVB |
| isbn | 0471221317 9780471221319 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025747499 |
| oclc_num | 874311033 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-861 |
| owner_facet | DE-91 DE-BY-TUM DE-861 |
| physical | 1 Online-Ressource (xxi, 481 p.) 25 cm |
| psigel | ZDB-35-WIC FHR_PDA_WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | J. Wiley |
| record_format | marc |
| spelling | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja New York J. Wiley c2001 1 Online-Ressource (xxi, 481 p.) 25 cm txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. 449-475) and index Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications Online-Ausgabe Somerset, N.J. Wiley InterScience605 L Online-Ausgabe Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf 1\p (DE-588)4113937-9 Hochschulschrift gnd-content Komponentenanalyse (DE-588)4133251-9 s Signalverarbeitung (DE-588)4054947-1 s 2\p DE-604 Hyvärinen, Aapo Sonstige oth Karhunen, Juha Sonstige oth Oja, Erkki Sonstige oth John Wiley & Sons Sonstige oth Reproduktion von Independent component analysis c2001 Erscheint auch als Druckausgabe 0-471-40540-X Erscheint auch als Druckausgabe 978-0-471-40540-5 https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Independent component analysis Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| subject_GND | (DE-588)4133251-9 (DE-588)4054947-1 (DE-588)4113937-9 |
| title | Independent component analysis |
| title_auth | Independent component analysis |
| title_exact_search | Independent component analysis |
| title_full | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_fullStr | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_full_unstemmed | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_short | Independent component analysis |
| title_sort | independent component analysis |
| topic | Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| topic_facet | Multivariate analysis Principal components analysis Komponentenanalyse Signalverarbeitung Hochschulschrift |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 |
| work_keys_str_mv | AT hyvarinenaapo independentcomponentanalysis AT karhunenjuha independentcomponentanalysis AT ojaerkki independentcomponentanalysis AT johnwileysons independentcomponentanalysis |