skip to content
Manifold learning theory and applications Preview this item
ClosePreview this item
Checking...

Manifold learning theory and applications

Author: Yunqian Ma; Yun Fu
Publisher: Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], 2012.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Incorporating state-of-the-art techniques, this book provides complete theoretical and practical treatment of manifold learning. An excellent entry point for readers new to the subject, it supplies a  Read more...

Rating:

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

Subjects
More like this

 

Find a copy in the library

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

Details

Document Type: Book
All Authors / Contributors: Yunqian Ma; Yun Fu
ISBN: 9781439871096 1439871094
OCLC Number: 751753027
Description: xxiv, 290 pages, [16] pages of plates : illustrations (some color) ; 27 cm
Contents: Spectral embedding methods for manifold learning / Alan Julian Izenman --
Robust Laplacian eigenmaps using global information / Shounak Roychowdhury and Joydeep Ghosh --
Density preserving maps / Arkadas Ozakin, Nikolaos Vasiloglou II, Alexander Gray --
Sample complexity in manifold learning / Hariharan Narayanan --
Manifold alignment / Chang Wang, Peter Krafft, and Sridhar Mahadevan --
Large-scale manifold learning / Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry Rowley --
Metric and heat kernel / Wei Zeng, Jian Sun, Ren Guo, Feng Luo, and Xianfeng Gu --
Discreet Ricci flow for surface and 3-manifold / Xianfeng Gu, Wei Zeng, Feng Luo, and Shing-Tung Yau --
2D and 3D objects morphing using manifold techniques / Chafik Samir, Pierre-Antoine Absil, and Paul Van Dooren --
Learning image manifolds from local features / Ahmed Elgammal and Marwan Torki --
Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee.
Responsibility: [edited by] Yunqian Ma, Yun Fu.

Reviews

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

Tags

Be the first.

Similar Items

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/751753027> # Manifold learning theory and applications
    a schema:CreativeWork, schema:Book ;
   library:oclcnum "751753027" ;
   library:placeOfPublication <http://dbpedia.org/resource/London> ; # London
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/1009111742#Place/boca_raton_fla> ; # Boca Raton, Fla.
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/flu> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/1009111742#Topic/maschinelles_lernen> ; # Maschinelles Lernen
   schema:about <http://experiment.worldcat.org/entity/work/data/1009111742#Topic/mannigfaltigkeit> ; # Mannigfaltigkeit
   schema:about <http://id.worldcat.org/fast/1007726> ; # Manifolds (Mathematics)
   schema:about <http://dewey.info/class/516.07/e23/> ;
   schema:bookFormat bgn:PrintBook ;
   schema:contributor <http://viaf.org/viaf/53892215> ; # Yun Fu
   schema:contributor <http://viaf.org/viaf/91055696> ; # Yunqian Ma
   schema:datePublished "2012" ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/1009111742> ;
   schema:inLanguage "en" ;
   schema:name "Manifold learning theory and applications"@en ;
   schema:productID "751753027" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/751753027#PublicationEvent/boca_raton_fla_crc_london_taylor_&_francis_distributor_2012> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/1009111742#Agent/taylor_&_francis_distributor> ; # Taylor & Francis [distributor]
   schema:publisher <http://experiment.worldcat.org/entity/work/data/1009111742#Agent/crc> ; # CRC
   schema:workExample <http://worldcat.org/isbn/9781439871096> ;
   umbel:isLike <http://bnb.data.bl.uk/id/resource/GBB199704> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/751753027> ;
    .


Related Entities

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

<http://experiment.worldcat.org/entity/work/data/1009111742#Agent/taylor_&_francis_distributor> # Taylor & Francis [distributor]
    a bgn:Agent ;
   schema:name "Taylor & Francis [distributor]" ;
    .

<http://experiment.worldcat.org/entity/work/data/1009111742#Place/boca_raton_fla> # Boca Raton, Fla.
    a schema:Place ;
   schema:name "Boca Raton, Fla." ;
    .

<http://experiment.worldcat.org/entity/work/data/1009111742#Topic/maschinelles_lernen> # Maschinelles Lernen
    a schema:Intangible ;
   schema:name "Maschinelles Lernen"@en ;
    .

<http://id.worldcat.org/fast/1007726> # Manifolds (Mathematics)
    a schema:Intangible ;
   schema:name "Manifolds (Mathematics)"@en ;
    .

<http://viaf.org/viaf/53892215> # Yun Fu
    a schema:Person ;
   schema:familyName "Fu" ;
   schema:givenName "Yun" ;
   schema:name "Yun Fu" ;
    .

<http://viaf.org/viaf/91055696> # Yunqian Ma
    a schema:Person ;
   schema:familyName "Ma" ;
   schema:givenName "Yunqian" ;
   schema:name "Yunqian Ma" ;
    .

<http://worldcat.org/isbn/9781439871096>
    a schema:ProductModel ;
   schema:isbn "1439871094" ;
   schema:isbn "9781439871096" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

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