Publikation: Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration
Lade...
Dateien
Datum
2010
Autor:innen
Höppner, Frank
Herausgeber:innen
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
URI (zitierfähiger Link)
DOI (zitierfähiger Link)
Internationale Patentnummer
Link zur Lizenz
Angaben zur Forschungsförderung
Projekt
Open Access-Veröffentlichung
Open Access Green
Core Facility der Universität Konstanz
Titel in einer weiteren Sprache
Publikationstyp
Beitrag zu einem Konferenzband
Publikationsstatus
Published
Erschienen in
SETCHI, Rossitza, ed., Ivan JORDANOV, ed., Robert J. HOWLETT, ed., Lakhmi C. JAIN, ed.. Knowledge-Based and Intelligent Information and Engineering Systems. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, pp. 442-451. Lecture Notes in Computer Science. 6276. ISBN 978-3-642-15386-0. Available under: doi: 10.1007/978-3-642-15387-7_48
Zusammenfassung
When the evolution of variables over time is relevant to a classification task, established classifiers cannot be applied directly as the typical input format (data table) is not appropriate. We propose a new representation of temporal patterns that includes constraints on (partial) presence, (partial) absence as well as the duration of temporal predicates. A general-to-specific search-based algorithm is presented to derive classification rules. The approach evaluates promising on artificial and real data.
Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
Klassifikation, Temporal Mining, Intervallsequenzen
Konferenz
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690
PETER, Sebastian, Frank HÖPPNER, 2010. Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration. In: SETCHI, Rossitza, ed., Ivan JORDANOV, ed., Robert J. HOWLETT, ed., Lakhmi C. JAIN, ed.. Knowledge-Based and Intelligent Information and Engineering Systems. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, pp. 442-451. Lecture Notes in Computer Science. 6276. ISBN 978-3-642-15386-0. Available under: doi: 10.1007/978-3-642-15387-7_48BibTex
@inproceedings{Peter2010Findi-6237,
year={2010},
doi={10.1007/978-3-642-15387-7_48},
title={Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration},
number={6276},
isbn={978-3-642-15386-0},
publisher={Springer Berlin Heidelberg},
address={Berlin, Heidelberg},
series={Lecture Notes in Computer Science},
booktitle={Knowledge-Based and Intelligent Information and Engineering Systems},
pages={442--451},
editor={Setchi, Rossitza and Jordanov, Ivan and Howlett, Robert J. and Jain, Lakhmi C.},
author={Peter, Sebastian and Höppner, Frank}
}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/123456789/6237">
<dc:rights>terms-of-use</dc:rights>
<bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/6237"/>
<dcterms:title>Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration</dcterms:title>
<dc:creator>Höppner, Frank</dc:creator>
<dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dcterms:issued>2010</dcterms:issued>
<dc:format>application/pdf</dc:format>
<dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/6237/1/12769_5.pdf"/>
<void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
<dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/6237/1/12769_5.pdf"/>
<dc:language>eng</dc:language>
<dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-11-30T23:25:06Z</dcterms:available>
<dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T16:10:26Z</dc:date>
<dc:contributor>Höppner, Frank</dc:contributor>
<dcterms:bibliographicCitation>First. publ. in: Knowledge-Based and Intelligent Information and Engineering Systems : 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I / ed. by Rossitza Setchi ... Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2010, pp. 442-451</dcterms:bibliographicCitation>
<dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
<foaf:homepage rdf:resource="http://localhost:8080/"/>
<dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dc:contributor>Peter, Sebastian</dc:contributor>
<dcterms:abstract xml:lang="eng">When the evolution of variables over time is relevant to a classification task, established classifiers cannot be applied directly as the typical input format (data table) is not appropriate. We propose a new representation of temporal patterns that includes constraints on (partial) presence, (partial) absence as well as the duration of temporal predicates. A general-to-specific search-based algorithm is presented to derive classification rules. The approach evaluates promising on artificial and real data.</dcterms:abstract>
<dc:creator>Peter, Sebastian</dc:creator>
</rdf:Description>
</rdf:RDF>Interner Vermerk
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Prüfungsdatum der Dissertation
Finanzierungsart
Kommentar zur Publikation
Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Ja
