Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs)

Lade...
Vorschaubild
Dateien
Neth_277875.pdf
Neth_277875.pdfGröße: 211.39 KBDownloads: 562
Datum
2013
Autor:innen
Czienskowski, Uwe
Schooler, Lael J.
Gluck, Kevin
Herausgeber:innen
Kontakt
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
DOI (zitierfähiger Link)
ArXiv-ID
Internationale Patentnummer
Angaben zur Forschungsförderung
Projekt
Open Access-Veröffentlichung
Open Access Green
Sammlungen
Core Facility der Universität Konstanz
Gesperrt bis
Titel in einer weiteren Sprache
Forschungsvorhaben
Organisationseinheiten
Zeitschriftenheft
Publikationstyp
Beitrag zu einem Konferenzband
Publikationsstatus
Published
Erschienen in
KNAUFF, Markus, ed. and others. Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013. Austin, TX: Cognitive Science Society, 2013, pp. 43-44. ISBN 978-0-9768318-9-1
Zusammenfassung

Fast and Frugal Trees (FFTs) are a quintessential family of simple heuristics that allow effective and efficient binary clas- sification decisions and often perform remarkably well when compared to more complex methods. This half-day tutorial will familiarize participants with examples of FFTs and elu- cidate the theoretical link between FFTs and signal detection theory (SDT). A range of presentations, practical exercises and interactive tools will enable participants to construct and eval- uate FFTs for different data sets.

Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
150 Psychologie
Schlagwörter
Fast and Frugal Trees, binary classifications, simple heuristics, signal detection theory, validity, robustness
Konferenz
Cooperative minds : social interaction and group dynamics, 31. Juli 2013 - 3. Aug. 2013, Berlin, Germany
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690NETH, Hansjörg, Uwe CZIENSKOWSKI, Lael J. SCHOOLER, Kevin GLUCK, 2013. Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs). Cooperative minds : social interaction and group dynamics. Berlin, Germany, 31. Juli 2013 - 3. Aug. 2013. In: KNAUFF, Markus, ed. and others. Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013. Austin, TX: Cognitive Science Society, 2013, pp. 43-44. ISBN 978-0-9768318-9-1
BibTex
@inproceedings{Neth2013Makin-27787,
  year={2013},
  title={Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs)},
  isbn={978-0-9768318-9-1},
  publisher={Cognitive Science Society},
  address={Austin, TX},
  booktitle={Cooperative minds : social interaction and group dynamics ; proceedings of the 35 th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013},
  pages={43--44},
  editor={Knauff, Markus},
  author={Neth, Hansjörg and Czienskowski, Uwe and Schooler, Lael J. and Gluck, Kevin},
  note={Link zur Originalveröffentlichung: http://mindmodeling.org/cogsci2013/papers/0013/index.html}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/27787">
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:creator>Czienskowski, Uwe</dc:creator>
    <dc:contributor>Schooler, Lael J.</dc:contributor>
    <dcterms:abstract xml:lang="eng">Fast and Frugal Trees (FFTs) are a quintessential family of simple heuristics that allow effective and efficient binary clas- sification decisions and often perform remarkably well when compared to more complex methods. This half-day tutorial will familiarize participants with examples of FFTs and elu- cidate the theoretical link between FFTs and signal detection theory (SDT). A range of presentations, practical exercises and interactive tools will enable participants to construct and eval- uate FFTs for different data sets.</dcterms:abstract>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/27787/1/Neth_277875.pdf"/>
    <dcterms:bibliographicCitation>Cooperative minds : social interaction and group dynamics; proceedings of the 35th annual meeting of the Cognitive Science Society, Berlin, Germany, July 31 - August 3, 2013 / ed. by Markus Knauff ... - Austin, TX : Cognitive Science Society, 2013. - S. 43-44. - ISBN 978-0-9768318-9-1</dcterms:bibliographicCitation>
    <dc:creator>Neth, Hansjörg</dc:creator>
    <dc:contributor>Gluck, Kevin</dc:contributor>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2014-06-25T09:49:28Z</dc:date>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2014-08-31T22:25:05Z</dcterms:available>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/27787/1/Neth_277875.pdf"/>
    <dc:creator>Schooler, Lael J.</dc:creator>
    <dc:rights>terms-of-use</dc:rights>
    <dc:contributor>Neth, Hansjörg</dc:contributor>
    <dc:language>eng</dc:language>
    <dcterms:title>Making robust classification decisions : constructing and evaluating Fast and Frugal Trees (FFTs)</dcterms:title>
    <dc:contributor>Czienskowski, Uwe</dc:contributor>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dcterms:issued>2013</dcterms:issued>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/27787"/>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <dc:creator>Gluck, Kevin</dc:creator>
  </rdf:Description>
</rdf:RDF>
Interner Vermerk
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Kontakt
URL der Originalveröffentl.
Prüfdatum der URL
Prüfungsdatum der Dissertation
Finanzierungsart
Kommentar zur Publikation
Link zur Originalveröffentlichung: http://mindmodeling.org/cogsci2013/papers/0013/index.html
Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Nein
Begutachtet
Diese Publikation teilen