skip to content
Machine learning : an artificial intelligence approach Preview this item
ClosePreview this item
Checking...

Machine learning : an artificial intelligence approach

Author: John R Anderson; Ryszard Stanisław Michalski; Jaime G Carbonell; Tom M Mitchell
Publisher: Palo Alto, Calif. : Tioga Pub. Co., ©1983.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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

Additional Physical Format: Online version:
Machine learning.
Palo Alto, Calif. : Tioga Pub. Co., ©1983
(OCoLC)561566438
Document Type: Book
All Authors / Contributors: John R Anderson; Ryszard Stanisław Michalski; Jaime G Carbonell; Tom M Mitchell
ISBN: 0935382054 9780935382051 0934613001 9780934613002
OCLC Number: 9262069
Description: xi, 572 pages : illustrations ; 24 cm
Contents: General issues in machine learning : An overview of machine learning / Jaime G. Carbonell, Ryszard S. Michalski, and Tom M. Mitchell ; Why should machines learn? / Herbert A. Simon --
Learning from examples : A comparative review of selected methods for learning from examples / Thomas G. Dietterich and Ryszard S. Michalski ; A theory and methodology of inductive learning / Ryszard S. Michalski --
Learning in problem-solving and planning : Learning by analogy: formulating and generalizing plans from past experience / Jaime G. Carbonell ; Learning by experimentation: acquiring and refining problem-solving heuristics / Tom M. Mitchell, Paul E. Utgoff, and Ranan Banerji ; Acquisition of proof skills in geometry / John R. Anderson ; Using proofs and refutations to learn from experience / Frederick Hayes-Roth --
Learning from observation and discovery : The role of heuristics in learning by discovery: three case studies / Douglas B. Lenat ; Rediscovering chemistry with the BACON system / Pat Langley, Gary L. Bradshaw, and Herbert A. Simon ; Learning from observation: conceptual clustering / Ryszard S. Michalski and Robert E. Stepp --
Learning from instruction : Machine transformation of advice into a heuristic search procedure / David Jack Mostow ; Learning by being told: acquiring knowledge for information management / Norm Hass and Gary G. Hendrix ; The instructible production system: a retrospective analysis / Michael D. Rychener --
Applied learning systems: Learning efficient classification procedures and their application to chess end games / J. Ross Quinlan ; Inferring student models for intelligent computer-aided instruction / Derek H. Sleeman ; Comprehensive bibliography of machine learning / Paul E. Utgoff and Bernard Nudel.
Responsibility: contributing authors, John Anderson [and others] ; editors, Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell.

Reviews

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

Tags

All user tags (2)

View most popular tags as: tag list | tag cloud

  • ai  (by 1 person)
  • jds  (by 1 person)
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/9262069> # Machine learning : an artificial intelligence approach
    a schema:Book, schema:CreativeWork ;
    library:oclcnum "9262069" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/cau> ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/502744547#Place/palo_alto_calif> ; # Palo Alto, Calif.
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/intelligence_artificielle> ; # intelligence artificielle
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/apprentissage_automatique> ; # Apprentissage automatique
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/resolution_probleme> ; # résolution problème
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/heuristique> ; # heuristique
    schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/artificial_intelligence> ; # Artificial intelligence
    schema:about <http://dewey.info/class/001.535/e19/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/inteligencia_artificial_computacao> ; # Inteligencia artificial (computacao)
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/machine_learning> ; # Machine learning
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/maschinelles_lernen> ; # Maschinelles Lernen
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/kunstliche_intelligenz> ; # Künstliche Intelligenz
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/planification> ; # planification
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/apprentissage> ; # apprentissage
    schema:about <http://experiment.worldcat.org/entity/work/data/502744547#Topic/systeme_apprentissage> ; # système apprentissage
    schema:about <http://id.worldcat.org/fast/817247> ; # Artificial intelligence
    schema:bookFormat bgn:PrintBook ;
    schema:contributor <http://viaf.org/viaf/73960201> ; # Ryszard Stanisław Michalski
    schema:contributor <http://viaf.org/viaf/108565822> ; # John Robert Anderson
    schema:contributor <http://viaf.org/viaf/59225441> ; # Tom Michael Mitchell
    schema:contributor <http://viaf.org/viaf/88982> ; # Jaime Guillermo Carbonell
    schema:copyrightYear "1983" ;
    schema:datePublished "1983" ;
    schema:description "General issues in machine learning : An overview of machine learning / Jaime G. Carbonell, Ryszard S. Michalski, and Tom M. Mitchell ; Why should machines learn? / Herbert A. Simon -- Learning from examples : A comparative review of selected methods for learning from examples / Thomas G. Dietterich and Ryszard S. Michalski ; A theory and methodology of inductive learning / Ryszard S. Michalski -- Learning in problem-solving and planning : Learning by analogy: formulating and generalizing plans from past experience / Jaime G. Carbonell ; Learning by experimentation: acquiring and refining problem-solving heuristics / Tom M. Mitchell, Paul E. Utgoff, and Ranan Banerji ; Acquisition of proof skills in geometry / John R. Anderson ; Using proofs and refutations to learn from experience / Frederick Hayes-Roth -- Learning from observation and discovery : The role of heuristics in learning by discovery: three case studies / Douglas B. Lenat ; Rediscovering chemistry with the BACON system / Pat Langley, Gary L. Bradshaw, and Herbert A. Simon ; Learning from observation: conceptual clustering / Ryszard S. Michalski and Robert E. Stepp -- Learning from instruction : Machine transformation of advice into a heuristic search procedure / David Jack Mostow ; Learning by being told: acquiring knowledge for information management / Norm Hass and Gary G. Hendrix ; The instructible production system: a retrospective analysis / Michael D. Rychener -- Applied learning systems: Learning efficient classification procedures and their application to chess end games / J. Ross Quinlan ; Inferring student models for intelligent computer-aided instruction / Derek H. Sleeman ; Comprehensive bibliography of machine learning / Paul E. Utgoff and Bernard Nudel."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/502744547> ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/561566438> ;
    schema:name "Machine learning : an artificial intelligence approach"@en ;
    schema:productID "9262069" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/9262069#PublicationEvent/palo_alto_calif_tioga_pub_co_1983> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/502744547#Agent/tioga_pub_co> ; # Tioga Pub. Co.
    schema:workExample <http://worldcat.org/isbn/9780934613002> ;
    schema:workExample <http://worldcat.org/isbn/9780935382051> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/9262069> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/502744547#Agent/tioga_pub_co> # Tioga Pub. Co.
    a bgn:Agent ;
    schema:name "Tioga Pub. Co." ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Place/palo_alto_calif> # Palo Alto, Calif.
    a schema:Place ;
    schema:name "Palo Alto, Calif." ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/apprentissage_automatique> # Apprentissage automatique
    a schema:Intangible ;
    schema:name "Apprentissage automatique"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/artificial_intelligence> # Artificial intelligence
    a schema:Intangible ;
    schema:name "Artificial intelligence"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/inteligencia_artificial_computacao> # Inteligencia artificial (computacao)
    a schema:Intangible ;
    schema:name "Inteligencia artificial (computacao)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/intelligence_artificielle> # intelligence artificielle
    a schema:Intangible ;
    schema:name "intelligence artificielle"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/kunstliche_intelligenz> # Künstliche Intelligenz
    a schema:Intangible ;
    schema:name "Künstliche Intelligenz"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/machine_learning> # Machine learning
    a schema:Intangible ;
    schema:name "Machine learning"@en ;
    schema:name "Machine-learning"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/maschinelles_lernen> # Maschinelles Lernen
    a schema:Intangible ;
    schema:name "Maschinelles Lernen"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/resolution_probleme> # résolution problème
    a schema:Intangible ;
    schema:name "résolution problème"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/502744547#Topic/systeme_apprentissage> # système apprentissage
    a schema:Intangible ;
    schema:name "système apprentissage"@en ;
    .

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

<http://id.worldcat.org/fast/817247> # Artificial intelligence
    a schema:Intangible ;
    schema:name "Artificial intelligence"@en ;
    .

<http://viaf.org/viaf/108565822> # John Robert Anderson
    a schema:Person ;
    schema:birthDate "1947" ;
    schema:familyName "Anderson" ;
    schema:givenName "John Robert" ;
    schema:givenName "John R." ;
    schema:name "John Robert Anderson" ;
    .

<http://viaf.org/viaf/59225441> # Tom Michael Mitchell
    a schema:Person ;
    schema:birthDate "1951" ;
    schema:familyName "Mitchell" ;
    schema:givenName "Tom Michael" ;
    schema:givenName "Tom M." ;
    schema:name "Tom Michael Mitchell" ;
    .

<http://viaf.org/viaf/73960201> # Ryszard Stanisław Michalski
    a schema:Person ;
    schema:birthDate "1937" ;
    schema:familyName "Michalski" ;
    schema:givenName "Ryszard Stanisław" ;
    schema:name "Ryszard Stanisław Michalski" ;
    .

<http://viaf.org/viaf/88982> # Jaime Guillermo Carbonell
    a schema:Person ;
    schema:familyName "Carbonell" ;
    schema:givenName "Jaime Guillermo" ;
    schema:givenName "Jaime G." ;
    schema:name "Jaime Guillermo Carbonell" ;
    .

<http://worldcat.org/isbn/9780934613002>
    a schema:ProductModel ;
    schema:isbn "0934613001" ;
    schema:isbn "9780934613002" ;
    .

<http://worldcat.org/isbn/9780935382051>
    a schema:ProductModel ;
    schema:isbn "0935382054" ;
    schema:isbn "9780935382051" ;
    .

<http://www.worldcat.org/oclc/561566438>
    a schema:CreativeWork ;
    rdfs:label "Machine learning." ;
    schema:description "Online version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/9262069> ; # Machine learning : an artificial intelligence approach
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

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