Extreme learning machines 2013: algorithms and applications:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2014
|
| Schriftenreihe: | Adaptation, learning, and optimization
16 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783319047416 |
| DOI: | 10.1007/978-3-319-04741-6 |
Internformat
MARC
| LEADER | 00000nmm a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV041816055 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 140425s2014 |||| o||u| ||||||eng d | ||
| 020 | |a 9783319047416 |c Online |9 978-3-319-04741-6 | ||
| 024 | 7 | |a 10.1007/978-3-319-04741-6 |2 doi | |
| 035 | |a (OCoLC)875579758 | ||
| 035 | |a (DE-599)BSZ403434963 | ||
| 040 | |a DE-604 |b ger | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-Aug4 |a DE-573 |a DE-859 |a DE-92 |a DE-898 |a DE-634 |a DE-861 |a DE-706 |a DE-863 |a DE-862 | ||
| 050 | 0 | |a Q342 | |
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 084 | |a COM004000 |2 sdnb | ||
| 084 | |a UYQ |2 sdnb | ||
| 245 | 1 | 0 | |a Extreme learning machines 2013: algorithms and applications |c Fuchen Sun ..., eds. |
| 264 | 1 | |a Cham [u.a.] |b Springer |c 2014 | |
| 300 | |a 1 Online-Ressource | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 1 | |a Adaptation, learning, and optimization |v 16 | |
| 650 | 4 | |a Ingenieurwissenschaften | |
| 650 | 4 | |a Künstliche Intelligenz | |
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Engineering | |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Sun, Fuchun |d 1964- |0 (DE-588)136245986 |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-3-319-04740-9 |
| 830 | 0 | |a Adaptation, learning, and optimization |v 16 |w (DE-604)BV036521115 |9 16 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-04741-6 |x Verlag |3 Volltext |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |3 Abstract |
| 912 | |a ZDB-2-ENG | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-027261295 | ||
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l BTU01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FHA01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FHI01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FHN01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FHR01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FKE01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FRO01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FWS01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l FWS02 |p ZDB-2-ENG |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-04741-6 |l UBY01 |p ZDB-2-ENG |x Verlag |3 Volltext | |
Datensatz im Suchindex
| DE-BY-FWS_katkey | 1015591 |
|---|---|
| _version_ | 1806174832579051520 |
| adam_text | EXTREME LEARNING MACHINES 2013: ALGORITHMS AND APPLICATIONS
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
FRESHWATER ALGAL BLOOM PREDICTION BY EXTREME LEARNING MACHINE IN MACAU
STORAGE RESERVOIRS
A NOVEL SCENE BASED ROBUST VIDEO WATERMARKING SCHEME IN DWT DOMAIN USING
EXTREME LEARNING MACHINE
STOCHASTIC SENSITIVITY ANALYSIS USING EXTREME LEARNING MACHINE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
EXTREME LEARNING MACHINES 2013: ALGORITHMS AND APPLICATIONS
/
: 2014
ABSTRACT / INHALTSTEXT
IN RECENT YEARS, ELM HAS EMERGED AS A REVOLUTIONARY TECHNIQUE OF
COMPUTATIONAL INTELLIGENCE, AND HAS ATTRACTED CONSIDERABLE ATTENTIONS.
AN EXTREME LEARNING MACHINE (ELM) IS A SINGLE LAYER FEED-FORWARD NEURAL
NETWORK ALIKE LEARNING SYSTEM, WHOSE CONNECTIONS FROM THE INPUT LAYER TO
THE HIDDEN LAYER ARE RANDOMLY GENERATED, WHILE THE CONNECTIONS FROM THE
HIDDEN LAYER TO THE OUTPUT LAYER ARE LEARNED THROUGH LINEAR LEARNING
METHODS. THE OUTSTANDING MERITS OF EXTREME LEARNING MACHINE (ELM) ARE
ITS FAST LEARNING SPEED, TRIVIAL HUMAN INTERVENE AND HIGH SCALABILITY.
THIS BOOK CONTAINS SOME SELECTED PAPERS FROM THE INTERNATIONAL
CONFERENCE ON EXTREME LEARNING MACHINE 2013, WHICH WAS HELD IN BEIJING
CHINA, OCTOBER 15-17, 2013. THIS CONFERENCE AIMS TO BRING TOGETHER THE
RESEARCHERS AND PRACTITIONERS OF EXTREME LEARNING MACHINE FROM A VARIETY
OF FIELDS INCLUDING ARTIFICIAL INTELLIGENCE, BIOMEDICAL ENGINEERING AND
BIOINFORMATICS, SYSTEM MODELLING AND CONTROL, AND SIGNAL AND IMAGE
PROCESSING, TO PROMOTE RESEARCH AND DISCUSSIONS OF “LEARNING WITHOUT
ITERATIVE TUNING . THIS BOOK COVERS ALGORITHMS AND APPLICATIONS OF ELM.
IT GIVES READERS A GLANCE OF THE NEWEST DEVELOPMENTS OF ELM.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Sun, Fuchun 1964- |
| author2_role | edt |
| author2_variant | f s fs |
| author_GND | (DE-588)136245986 |
| author_facet | Sun, Fuchun 1964- |
| building | Verbundindex |
| bvnumber | BV041816055 |
| callnumber-first | Q - Science |
| callnumber-label | Q342 |
| callnumber-raw | Q342 |
| callnumber-search | Q342 |
| callnumber-sort | Q 3342 |
| callnumber-subject | Q - General Science |
| classification_rvk | ST 300 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)875579758 (DE-599)BSZ403434963 |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-04741-6 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03061nmm a2200601 cb4500</leader><controlfield tag="001">BV041816055</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">140425s2014 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319047416</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-319-04741-6</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-04741-6</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)875579758</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BSZ403434963</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</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-859</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-863</subfield><subfield code="a">DE-862</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">Q342</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">COM004000</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">UYQ</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Extreme learning machines 2013: algorithms and applications</subfield><subfield code="c">Fuchen Sun ..., eds.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</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="1" ind2=" "><subfield code="a">Adaptation, learning, and optimization</subfield><subfield code="v">16</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Ingenieurwissenschaften</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Künstliche Intelligenz</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Artificial intelligence</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Engineering</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</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">Sun, Fuchun</subfield><subfield code="d">1964-</subfield><subfield code="0">(DE-588)136245986</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-04740-9</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Adaptation, learning, and optimization</subfield><subfield code="v">16</subfield><subfield code="w">(DE-604)BV036521115</subfield><subfield code="9">16</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-ENG</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027261295</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FHA01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FHI01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FHN01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FHR01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FKE01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FWS01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">FWS02</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-04741-6</subfield><subfield code="l">UBY01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV041816055 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T10:55:48Z |
| institution | BVB |
| isbn | 9783319047416 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027261295 |
| oclc_num | 875579758 |
| open_access_boolean | |
| owner | DE-Aug4 DE-573 DE-859 DE-92 DE-898 DE-BY-UBR DE-634 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| owner_facet | DE-Aug4 DE-573 DE-859 DE-92 DE-898 DE-BY-UBR DE-634 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| physical | 1 Online-Ressource |
| psigel | ZDB-2-ENG |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series | Adaptation, learning, and optimization |
| series2 | Adaptation, learning, and optimization |
| spellingShingle | Extreme learning machines 2013: algorithms and applications Adaptation, learning, and optimization Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4033447-8 |
| title | Extreme learning machines 2013: algorithms and applications |
| title_auth | Extreme learning machines 2013: algorithms and applications |
| title_exact_search | Extreme learning machines 2013: algorithms and applications |
| title_full | Extreme learning machines 2013: algorithms and applications Fuchen Sun ..., eds. |
| title_fullStr | Extreme learning machines 2013: algorithms and applications Fuchen Sun ..., eds. |
| title_full_unstemmed | Extreme learning machines 2013: algorithms and applications Fuchen Sun ..., eds. |
| title_short | Extreme learning machines 2013: algorithms and applications |
| title_sort | extreme learning machines 2013 algorithms and applications |
| topic | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering |
| url | https://doi.org/10.1007/978-3-319-04741-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261295&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV036521115 |
| work_keys_str_mv | AT sunfuchun extremelearningmachines2013algorithmsandapplications |