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Al-Ubaidi Tarek, Khodachenko Maxim, Kern Roman, Granitzer Michael, Poedts Stefaan

Advanced Techniques for Signal Search and Automatic Classification of Observational Space Data

European Planetary Science Congress, 2019

The presentation will outline various approaches inmachine learning and content based searchinvestigated by members of the former IMPEx-FP7( project consortium, inclose cooperation with partners Know-Center, GrazUniversity of Technology, and University of Passauand discuss some of the numerous possibilities thatopen up, using these or equivalent techniques in theemerging field of e-Science in conjunction withspace science. In particular, the presentation willfocus on applications that allow systems toautomatically classify and pre-select scientific dataand hence speed up scientific workflows significantlyby supporting scientists with the cumbersome task ofgoing through vast amounts of data manually, lookingfor specific patterns, signals and phenomena ofinterest prior to selecting specific data for closerexamination and analysis.
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