Detector-based visual analysis of time-series data
Publisher
University of JyväskyläISBN
978-951-39-6244-9ISSN Search the Publication Forum
1456-5390Contains publications
- Article I: PI Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Sami Äyrämö. Methods of Visual Analytics in Knowledge Mining. 21st European-Japanese Conference on Information Modelling and Knowledge Bases, pp. 117–121, 2011.
- Article II: Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Sami Äyrämö. Context-Sensitive Approach to Dynamic Visual Analytics of Energy Production Processes. Information Modelling and Knowledge Bases XXIV, IOS Press, pp. 15–22, 2013. DOI: 10.3233/978-1-61499-177-9-15
- Article III: Tommi Kärkkäinen, Alexandr Maslov, and Pekka Wartiainen. Region of interest detection using MLP. In 22nd European Symposium on Artificial Neural Networks (ESANN), 2014. Please see
- Article IV: Pekka Wartiainen, Anneli Heimbürger and Tommi Kärkkäinen. ContextSensitive Framework for Visual Analytics in Energy Production from Biomass. Information Modelling and Knowledge Bases XXVI, IOS Press, pp. 449–456, 2015. DOI: 10.3233/978-1-61499-472-5-449
- Article V: Pekka Wartiainen and Tommi Kärkkäinen. Hierarchical, prototype-based clustering of multiple time series with missing values. In 23nd European Symposium on Artificial Neural Networks (ESANN), 2015. Please see
- Article VI: Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, and Merja Hedman. Data Analysis Process for Particulate Measurements in a Bubbling Fluidized-Bed Boiler. Expert Systems, Wiley, submitted, 2015.
Keywords
visual analytics change-point detection context visualization user interaction visual data exploration graphical user interface knowledge discovery data mining clustering neural network aikasarjat aikasarja-analyysi tiedonlouhinta klusterianalyysi neuroverkot visualisointi käyttöliittymät ihminen-konejärjestelmät mittaus mittaustekniikka energiantuotanto energiantuotantolaitokset biovoimalat
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