skip to content
Learning from data : concepts, theory, and methods Preview this item
ClosePreview this item
Checking...

Learning from data : concepts, theory, and methods

Author: Vladimir S Cherkassky; Filip Mulier
Publisher: New York : Wiley, ©1998.
Edition/Format:   Print book : EnglishView all editions and formats
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Additional Physical Format: Online version:
Cherkassky, Vladimir S.
Learning from data.
New York : Wiley, ©1998
(OCoLC)651799729
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Vladimir S Cherkassky; Filip Mulier
ISBN: 0471154938 9780471154938
OCLC Number: 37820052
Notes: "A Wiley-Interscience publication."
Description: xviii, 441 pages : illustrations ; 25 cm
Contents: 1. Introduction --
2. Problem Statement, Classical Approaches, and Adaptive Learning --
3. Regularization Framework --
4. Statistical Learning Theory --
5. Nonlinear Optimization Strategies --
6. Methods for Data Reduction and Dimensionality Reduction --
7. Methods for Regression --
8. Classification --
9. Support Vector Machines --
10. Fuzzy Systems --
App. A. Review of Nonlinear Optimization --
App. B. Eigenvalues and Singular Value Decomposition.
Responsibility: Vladimir Cherkassky, Filip Mulier.
More information:

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/37820052> # Learning from data : concepts, theory, and methods
    a schema:Book, schema:CreativeWork ;
   library:oclcnum "37820052" ;
   library:placeOfPublication <http://dbpedia.org/resource/New_York_City> ; # New York
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/nyu> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/statistisch_onderzoek> ; # Statistisch onderzoek
   schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
   schema:about <http://id.worldcat.org/fast/796495> ; # Adaptive signal processing
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/datenauswertung> ; # Datenauswertung
   schema:about <http://dewey.info/class/006.31/e21/> ;
   schema:about <http://id.worldcat.org/fast/936814> ; # Fuzzy systems
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/maschinelles_lernen> ; # Maschinelles Lernen
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/apprentissage_automatique> ; # Apprentissage automatique
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/logique_floue> ; # Logique floue
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/traitement_adaptatif_du_signal> ; # Traitement adaptatif du signal
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/statistische_methoden> ; # Statistische methoden
   schema:about <http://id.worldcat.org/fast/1036260> ; # Neural networks (Computer science)
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/computermodellen> ; # Computermodellen
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/systemes_flous> ; # Systèmes flous
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/methode> ; # Methode
   schema:about <http://experiment.worldcat.org/entity/work/data/312415214#Topic/reseaux_neuronaux_informatique> ; # Réseaux neuronaux (informatique)
   schema:bookFormat bgn:PrintBook ;
   schema:contributor <http://viaf.org/viaf/76567447> ; # Filip Mulier
   schema:copyrightYear "1998" ;
   schema:creator <http://viaf.org/viaf/64104916> ; # Vladimir S. Cherkassky
   schema:datePublished "1998" ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/312415214> ;
   schema:inLanguage "en" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/651799729> ;
   schema:name "Learning from data : concepts, theory, and methods"@en ;
   schema:productID "37820052" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/37820052#PublicationEvent/new_york_wiley_1998> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/312415214#Agent/wiley> ; # Wiley
   schema:url <http://www.gbv.de/dms/ilmenau/toc/237272636.PDF> ;
   schema:url <http://catdir.loc.gov/catdir/toc/onix04/97043019.html> ;
   schema:workExample <http://worldcat.org/isbn/9780471154938> ;
   umbel:isLike <http://bnb.data.bl.uk/id/resource/GB9865468> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/37820052> ;
    .


Related Entities

<http://dbpedia.org/resource/New_York_City> # New York
    a schema:Place ;
   schema:name "New York" ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/apprentissage_automatique> # Apprentissage automatique
    a schema:Intangible ;
   schema:name "Apprentissage automatique"@en ;
   schema:name "Apprentissage automatique"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/maschinelles_lernen> # Maschinelles Lernen
    a schema:Intangible ;
   schema:name "Maschinelles Lernen"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/reseaux_neuronaux_informatique> # Réseaux neuronaux (informatique)
    a schema:Intangible ;
   schema:name "Réseaux neuronaux (informatique)"@en ;
   schema:name "Réseaux neuronaux (Informatique)"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/statistisch_onderzoek> # Statistisch onderzoek
    a schema:Intangible ;
   schema:name "Statistisch onderzoek"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/statistische_methoden> # Statistische methoden
    a schema:Intangible ;
   schema:name "Statistische methoden"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/systemes_flous> # Systèmes flous
    a schema:Intangible ;
   schema:name "Systèmes flous"@en ;
   schema:name "Systèmes flous"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/312415214#Topic/traitement_adaptatif_du_signal> # Traitement adaptatif du signal
    a schema:Intangible ;
   schema:name "Traitement adaptatif du signal"@en ;
   schema:name "Traitement adaptatif du signal"@fr ;
    .

<http://id.worldcat.org/fast/1004795> # Machine learning
    a schema:Intangible ;
   schema:name "Machine learning"@en ;
    .

<http://id.worldcat.org/fast/1036260> # Neural networks (Computer science)
    a schema:Intangible ;
   schema:name "Neural networks (Computer science)"@en ;
    .

<http://id.worldcat.org/fast/796495> # Adaptive signal processing
    a schema:Intangible ;
   schema:name "Adaptive signal processing"@en ;
    .

<http://id.worldcat.org/fast/936814> # Fuzzy systems
    a schema:Intangible ;
   schema:name "Fuzzy systems"@en ;
    .

<http://viaf.org/viaf/64104916> # Vladimir S. Cherkassky
    a schema:Person ;
   schema:familyName "Cherkassky" ;
   schema:givenName "Vladimir S." ;
   schema:name "Vladimir S. Cherkassky" ;
    .

<http://viaf.org/viaf/76567447> # Filip Mulier
    a schema:Person ;
   schema:familyName "Mulier" ;
   schema:givenName "Filip" ;
   schema:name "Filip Mulier" ;
    .

<http://worldcat.org/isbn/9780471154938>
    a schema:ProductModel ;
   schema:isbn "0471154938" ;
   schema:isbn "9780471154938" ;
    .

<http://www.worldcat.org/oclc/651799729>
    a schema:CreativeWork ;
   rdfs:label "Learning from data." ;
   schema:description "Online version:" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/37820052> ; # Learning from data : concepts, theory, and methods
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.