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Data Analysis Methods (DAMe) Workshop

Europe/Berlin
Building 50.41, Room 145/146 (Karlsruhe Institute of Technology (KIT))

Building 50.41, Room 145/146

Karlsruhe Institute of Technology (KIT)

Adenauerring 20a, 76131 Karlsruhe
Björn Hagemeier (Forschungszentrum Jülich GmbH), Markus Götz (KIT/SCC)
Description
The workshop is intended as a kick-off meeting for the PhD students and post-doctoral researchers of the Helmholtz Analytics Framework (HAF). In the get-together you will be able to meet your new colleagues and exchange thoughts about your projects. Furthermore, the two-day workshop sessions will introduce you to commonly used data analysis methods already employed in the partaking domain sciences. Additionally, the speakers will also present other approaches that might be worthwhile to explore during the research collaboration. Small hands-on experiments are going to demonstrate, how the presented data analysis methods may be used in practice. We are proud to announce the following confirmed speakers: M. Denker (FZJ): Sequence Mining H. Elbern (FZJ): Data Assimilation M. Götz (KIT): Clustering K. Krajsek (FZJ): Hyperparameter Optimization M. Siggel (DLR): Classification We are looking forward to meet you!
Slides
Participants
  • Alessandra Stella
  • André Giesler
  • Arthur Voronin
  • Björn Hagemeier
  • Durai Arasan
  • Hendrik Elbern
  • Ines Reinartz
  • Jakob Rosenbauer
  • Jan Schreiber
  • Jennifer Schröter
  • Jonas Berndt
  • Kai Krajsek
  • Klaus Goergen
  • Marie Weiel
  • Mario Schrader
  • Markus Götz
  • Marleen Braun
  • Michael Denker
  • Oskar Taubert
  • Peter Neher
  • Philipp Bekemeyer
  • Philipp Knechtges
  • Ralf Floca
  • Robert Hoppe
  • Robin Gutzen
  • Sarah Haas
  • Stefan Görtz
  • Thursday, 22 March
    • 09:00 09:30
      Administration: Welcome
      Convener: Mr. Björn Hagemeier (Forschungszentrum Jülich GmbH)
      slides
    • 09:30 11:00
      Clustering: K-Means, DBSCAN
      Convener: Dr. Markus Götz (KIT/SCC)
      slides
    • 11:00 11:30
      Break: Discussion 30m
    • 11:30 12:30
      Clustering: Self-organizing Maps
      Convener: Dr. Markus Götz (KIT/SCC)
      slides
    • 12:30 13:30
      Break: Lunch 1h
    • 13:30 15:00
      Classification: Logistic Regression
      Convener: Dr. Martin Siggel (German Aerospace Center (DLR-SC))
      slides
    • 15:00 15:30
      Break: Discussion 30m
    • 15:30 17:00
      Classification: Neural Networks
      Convener: Dr. Martin Siggel (German Aerospace Center (DLR-SC))
      slides
    • 09:00 10:30
      Data Assimilation: Ensemble Kalman Filter
      Convener: Dr. Hendrik Elbern (Forschungszentrum Jülich GmbH)
    • 10:30 11:00
      Break: Discussion 30m
    • 11:00 12:30
      Data Assimilation: 4D Var
      Convener: Dr. Hendrik Elbern (Forschungszentrum Jülich GmbH)
    • 12:30 13:30
      Break: Lunch 1h
    • 13:30 15:00
      Sequence Mining: SPADE, FP-Growth
      Convener: Dr. Michael Denker (Forschungszentrum Jülich GmbH)
      slides
    • 15:00 15:30
      Break: Discussion 30m
    • 15:30 17:00
      Hyperparameter Optimization: Grid-Search, Bayesian Optimization
      Convener: Dr. Kai Krajsek (Forschungszentrum Jülich)
      slides
    • 17:00 17:30
      Administration: Outlook
      Convener: Mr. Björn Hagemeier (Forschungszentrum Jülich GmbH)
      slides
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