skip to content
Graphical models for machine learning and digital communication Preview this item
ClosePreview this item

Graphical models for machine learning and digital communication

Author: Brendan J Frey
Publisher: Cambridge, Mass : MIT Press, ©1998.
Series: Adaptive computation and machine learning.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Content Description

#Includes bibliographical references and index.

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

Genre/Form: Electronic books
Additional Physical Format: Print version:
Frey, Brendan J.
Graphical models for machine learning and digital communication.
Cambridge, Mass : MIT Press, ©1998
(DLC) 98013414
(OCoLC)38495049
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Brendan J Frey
ISBN: 0585024413 9780585024417 9780262062022 026206202X 0262273209 9780262273206
OCLC Number: 42854253
Language Note: English.
Notes: "A Bradford book."
Description: 1 online resource (xiii, 195 pages) : illustrations.
Contents: 1. Introduction --
2. Probabilistic inference in graphical models --
3. Pattern classification --
4. Unsupervised learning --
5. Fata compression --
6. Vhannel coding --
7. Future research directions.
Series Title: Adaptive computation and machine learning.
Responsibility: Brendan J. Frey.

Abstract:

In this text, Brendan Frey uses graphical models as an overarching framework to describe and solve problems of pattern classification, unsupervised learning, data compression, and channel coding.  Read more...

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/42854253> # Graphical models for machine learning and digital communication
    a schema:MediaObject, schema:Book, schema:CreativeWork ;
    library:oclcnum "42854253" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mau> ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/993670#Place/cambridge_mass> ; # Cambridge, Mass
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/computers_intelligence_ai_&_semantics> ; # COMPUTERS--Intelligence (AI) & Semantics
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/digitale_technieken> ; # Digitale technieken
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/telecommunicatie> ; # Telecommunicatie
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/transmission_numerique> ; # Transmission numérique
    schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/engineering_&_applied_sciences> ; # Engineering & Applied Sciences
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/aprendizado_computacional> ; # APRENDIZADO COMPUTACIONAL
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/computer_science> ; # Computer Science
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/computers_enterprise_applications_business_intelligence_tools> ; # COMPUTERS--Enterprise Applications--Business Intelligence Tools
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/graphes_theorie_des> ; # Graphes, Théorie des
    schema:about <http://id.worldcat.org/fast/946584> ; # Graph theory
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/machine_learning> ; # Machine-learning
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/grafentheorie> ; # Grafentheorie
    schema:about <http://dewey.info/class/006.31/e21/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/reconhecimento_de_padroes> ; # RECONHECIMENTO DE PADRÕES
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/graphisches_kettenmodell> ; # Graphisches Kettenmodell
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/apprentissage_automatique> ; # Apprentissage automatique
    schema:about <http://experiment.worldcat.org/entity/work/data/993670#Topic/maschinelles_lernen> ; # Maschinelles Lernen
    schema:about <http://id.worldcat.org/fast/893634> ; # Digital communications
    schema:bookFormat schema:EBook ;
    schema:copyrightYear "1998" ;
    schema:creator <http://viaf.org/viaf/273578579> ; # Brendan J. Frey
    schema:datePublished "1998" ;
    schema:description "Content Description"@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/993670> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/993670#Series/adaptive_computation_and_machine_learning> ; # Adaptive computation and machine learning.
    schema:isSimilarTo <http://www.worldcat.org/oclc/38495049> ;
    schema:name "Graphical models for machine learning and digital communication"@en ;
    schema:productID "42854253" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/42854253#PublicationEvent/cambridge_mass_mit_press_1998> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/993670#Agent/mit_press> ; # MIT Press
    schema:url <http://cognet.mit.edu/library/books/view?isbn=026206202X> ;
    schema:url <https://login.lacollegelibrary.idm.oclc.org/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=395> ;
    schema:url <http://www.netlibrary.com/urlapi.asp?action=summary&v=1&bookid=395> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=395> ;
    schema:url <http://www.books24x7.com/marc.asp?isbn=026206202X> ;
    schema:url <https://akin.css.edu/login?url=http://www.netlibrary.com/urlapi.asp?action=summary&v=1&bookid=395> ;
    schema:url <http://mitpress.mit.edu/images/products/books/9780262062022-f30.jpg> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=395> ;
    schema:url <http://ezproxy.lib.ryerson.ca/login?url=http://cognet.mit.edu/book/graphical-models-machine-learning-and-digital-communication> ;
    schema:url <http://www.books24x7.com/marc.asp?bookid=440> ;
    schema:url <http://uiwtx.idm.oclc.org/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=395> ;
    schema:url <http://ezproxy.stfrancis.edu:2048/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=395> ;
    schema:url <http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267392> ;
    schema:workExample <http://worldcat.org/isbn/9780585024417> ;
    schema:workExample <http://worldcat.org/isbn/9780262273206> ;
    schema:workExample <http://worldcat.org/isbn/9780262062022> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/42854253> ;
    .


Related Entities

<http://cognet.mit.edu/library/books/view?isbn=026206202X>
    rdfs:comment "Restricted to CCNY users. Click on URL for ebook." ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Place/cambridge_mass> # Cambridge, Mass
    a schema:Place ;
    schema:name "Cambridge, Mass" ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Series/adaptive_computation_and_machine_learning> # Adaptive computation and machine learning.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/42854253> ; # Graphical models for machine learning and digital communication
    schema:name "Adaptive computation and machine learning." ;
    schema:name "Adaptive computation and machine learning" ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#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/993670#Topic/aprendizado_computacional> # APRENDIZADO COMPUTACIONAL
    a schema:Intangible ;
    schema:name "APRENDIZADO COMPUTACIONAL"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/computer_science> # Computer Science
    a schema:Intangible ;
    schema:name "Computer Science"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/computers_enterprise_applications_business_intelligence_tools> # COMPUTERS--Enterprise Applications--Business Intelligence Tools
    a schema:Intangible ;
    schema:name "COMPUTERS--Enterprise Applications--Business Intelligence Tools"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/computers_intelligence_ai_&_semantics> # COMPUTERS--Intelligence (AI) & Semantics
    a schema:Intangible ;
    schema:name "COMPUTERS--Intelligence (AI) & Semantics"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/digitale_technieken> # Digitale technieken
    a schema:Intangible ;
    schema:name "Digitale technieken"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/engineering_&_applied_sciences> # Engineering & Applied Sciences
    a schema:Intangible ;
    schema:name "Engineering & Applied Sciences"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/graphes_theorie_des> # Graphes, Théorie des
    a schema:Intangible ;
    schema:name "Graphes, Théorie des"@en ;
    schema:name "Graphes, Théorie des"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/graphisches_kettenmodell> # Graphisches Kettenmodell
    a schema:Intangible ;
    schema:name "Graphisches Kettenmodell"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/machine_learning> # Machine-learning
    a schema:Intangible ;
    schema:name "Machine-learning"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/maschinelles_lernen> # Maschinelles Lernen
    a schema:Intangible ;
    schema:name "Maschinelles Lernen"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/reconhecimento_de_padroes> # RECONHECIMENTO DE PADRÕES
    a schema:Intangible ;
    schema:name "RECONHECIMENTO DE PADRÕES"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/telecommunicatie> # Telecommunicatie
    a schema:Intangible ;
    schema:name "Telecommunicatie"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/993670#Topic/transmission_numerique> # Transmission numérique
    a schema:Intangible ;
    schema:name "Transmission numérique"@en ;
    schema:name "Transmission numérique"@fr ;
    .

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

<http://id.worldcat.org/fast/893634> # Digital communications
    a schema:Intangible ;
    schema:name "Digital communications"@en ;
    .

<http://id.worldcat.org/fast/946584> # Graph theory
    a schema:Intangible ;
    schema:name "Graph theory"@en ;
    .

<http://viaf.org/viaf/273578579> # Brendan J. Frey
    a schema:Person ;
    schema:familyName "Frey" ;
    schema:givenName "Brendan J." ;
    schema:name "Brendan J. Frey" ;
    .

<http://worldcat.org/isbn/9780262062022>
    a schema:ProductModel ;
    schema:isbn "026206202X" ;
    schema:isbn "9780262062022" ;
    .

<http://worldcat.org/isbn/9780262273206>
    a schema:ProductModel ;
    schema:isbn "0262273209" ;
    schema:isbn "9780262273206" ;
    .

<http://worldcat.org/isbn/9780585024417>
    a schema:ProductModel ;
    schema:isbn "0585024413" ;
    schema:isbn "9780585024417" ;
    .

<http://www.netlibrary.com/urlapi.asp?action=summary&v=1&bookid=395>
    rdfs:comment "An electronic book accessible through the World Wide Web; click for information" ;
    .

<http://www.worldcat.org/oclc/38495049>
    a schema:CreativeWork ;
    rdfs:label "Graphical models for machine learning and digital communication." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/42854253> ; # Graphical models for machine learning and digital communication
    .

<https://akin.css.edu/login?url=http://www.netlibrary.com/urlapi.asp?action=summary&v=1&bookid=395>
    rdfs:comment "Access available to members of the CSS community." ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

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