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Detector-based visual analysis of time-series data

dc.contributor.authorWartiainen, Pekka
dc.date.accessioned2015-06-18T06:27:15Z
dc.date.available2015-06-18T06:27:15Z
dc.date.issued2015
dc.identifier.isbn978-951-39-6244-9
dc.identifier.otheroai:jykdok.linneanet.fi:1476197
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/46365
dc.format.extent1 verkkoaineisto (83 sivua)
dc.language.isoeng
dc.publisherUniversity of Jyväskylä
dc.relation.ispartofseriesJyväskylä studies in computing
dc.relation.haspart<b>Article I:</b> PI Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Sami Äyrämö. Methods of Visual Analytics in Knowledge Mining. <i>21st European-Japanese Conference on Information Modelling and Knowledge Bases, pp. 117–121, 2011. </i>
dc.relation.haspart<b>Article II:</b> Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Sami Äyrämö. Context-Sensitive Approach to Dynamic Visual Analytics of Energy Production Processes. <i>Information Modelling and Knowledge Bases XXIV, IOS Press, pp. 15–22, 2013. </i> <a href=" http://dx.doi.org/ 10.3233/978-1-61499-177-9-15 ">DOI: 10.3233/978-1-61499-177-9-15 </a>
dc.relation.haspart<b>Article III:</b> Tommi Kärkkäinen, Alexandr Maslov, and Pekka Wartiainen. Region of interest detection using MLP. <i> In 22nd European Symposium on Artificial Neural Networks (ESANN), 2014. </i><a href="https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf">Please see</a>
dc.relation.haspart<b>Article IV:</b> Pekka Wartiainen, Anneli Heimbürger and Tommi Kärkkäinen. ContextSensitive Framework for Visual Analytics in Energy Production from Biomass. <i>Information Modelling and Knowledge Bases XXVI, IOS Press, pp. 449–456, 2015. </i><a href=" http://dx.doi.org/ 10.3233/978-1-61499-472-5-449 ">DOI: 10.3233/978-1-61499-472-5-449 </a>
dc.relation.haspart<b>Article V:</b> Pekka Wartiainen and Tommi Kärkkäinen. Hierarchical, prototype-based clustering of multiple time series with missing values. <i> In 23nd European Symposium on Artificial Neural Networks (ESANN), 2015. </i><a href=" https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2015-91.pdf "> Please see</a>
dc.relation.haspart<b>Article VI:</b> Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Merja Hedman. Data Analysis Process for Particulate Measurements in a Bubbling Fluidized-Bed Boiler. <i>Expert Systems, Wiley, submitted, 2015. </i>
dc.relation.isversionofJulkaistu myös painettuna.
dc.rightsIn Copyright
dc.subject.othervisual analytics
dc.subject.otherchange-point detection
dc.subject.othercontext
dc.subject.othervisualization
dc.subject.otheruser interaction
dc.subject.othervisual data exploration
dc.subject.othergraphical user interface
dc.subject.otherknowledge discovery
dc.subject.otherdata mining
dc.subject.otherclustering
dc.subject.otherneural network
dc.titleDetector-based visual analysis of time-series data
dc.typeDiss.
dc.identifier.urnURN:ISBN:978-951-39-6244-9
dc.type.dcmitypeTexten
dc.type.ontasotVäitöskirjafi
dc.type.ontasotDoctoral dissertationen
dc.contributor.tiedekuntaFaculty of Information Technologyen
dc.contributor.tiedekuntaInformaatioteknologian tiedekuntafi
dc.contributor.yliopistoUniversity of Jyväskyläen
dc.contributor.yliopistoJyväskylän yliopistofi
dc.contributor.oppiaineTietotekniikkafi
dc.relation.issn1456-5390
dc.relation.numberinseries215
dc.rights.accesslevelopenAccess
dc.subject.ysoaikasarjat
dc.subject.ysoaikasarja-analyysi
dc.subject.ysotiedonlouhinta
dc.subject.ysoklusterianalyysi
dc.subject.ysoneuroverkot
dc.subject.ysovisualisointi
dc.subject.ysokäyttöliittymät
dc.subject.ysoihminen-konejärjestelmät
dc.subject.ysomittaus
dc.subject.ysomittaustekniikka
dc.subject.ysoenergiantuotanto
dc.subject.ysoenergiantuotantolaitokset
dc.subject.ysobiovoimalat
dc.rights.urlhttps://rightsstatements.org/page/InC/1.0/


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