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Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration

Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration

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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, pp. 442-451. ISBN 978-3-642-15386-0

@inproceedings{Peter2010Findi-6237, title={Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration}, year={2010}, doi={10.1007/978-3-642-15387-7_48}, number={6276}, isbn={978-3-642-15386-0}, address={Berlin, Heidelberg}, publisher={Springer 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 xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/6237"> <dcterms:issued>2010</dcterms:issued> <dc:language>eng</dc:language> <dc:format>application/pdf</dc:format> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103416863-3868037-7"/> <dc:contributor>Höppner, Frank</dc:contributor> <dc:contributor>Peter, Sebastian</dc:contributor> <dc:rights>deposit-license</dc:rights> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-11-30T23:25:06Z</dcterms:available> <dcterms:title>Finding Temporal Patterns using Constraints on (Partial) Absence Presence and Duration</dcterms:title> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T16:10:26Z</dc:date> <dc:creator>Peter, Sebastian</dc:creator> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/6237"/> <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: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>Höppner, Frank</dc:creator> </rdf:Description> </rdf:RDF>

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