Items where Author is "Schicker, Irene"

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Number of items: 10.

Journal Paper

  • Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short to medium range
    Scheepens, Daan and Schicker, Irene and Hlavackova-Schindler, Katerina and Plant, Claudia pp. 251-270 ISSN 1991-9603 Copernicus Publications (2023)

  • AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
    Pacher, Christina and Schicker, Irene and DeWit, Rosmarie and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia CoRR, abs/22. ISSN 2331-8422 (2022)

  • Feature selection, ensemble learning, and artificial neural Networks for Short-Range Wind Speed Forecasts
    Papazek, Petrina and Schicker, Irene and Plant, Claudia and Kann, Alexander and Wang, Yong Meteorologische Zeitschrift, 29. ISSN 0941-2948 (2020)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Detection of Meteorological Variables in a Wind Farm Influencing the Extreme Wind Speed by Heterogenerous Granger Causality
    Hlavackova-Schindler, Katerina and Schicker, Irene and Hoxhallari, Kejsi and Plant, Claudia In: ICLR 2024 Workshop: Tackling Climate Change with Machine Learning , May 7-11, 2024 , Vienna, Austria (2024)

  • Causal Discovery among Wind-related Variables in a Wind Farm under Extreme Wind Speed Scenarios: Comparison of Results using Granger Causality and Interactive k-Means Clustering
    Hlavackova-Schindler, Katerina and Hoxhallari, Kejsi and Caumel Morales, Luis and Schicker, Irene and Plant, Claudia In: EGU 2024 - Many shades of causality analysis in Earth Sciences: Methods, challenges and applications , May, 18, 2024 , Vienna, Austria (2024)

  • Influence of meteorological parameters in wind storms by Granger causal analysis
    Fuchs, Andreas and Hlavackova-Schindler, Katerina and Plant, Claudia and Schicker, Irene In: Wind Energy Science Conference 2023 , 23-26.5.2023 , Glasgow, UK (2023)

  • AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
    Pacher, Christina and Schicker, Irene and DeWit, Rosmarie and Hlavackova-Schindler, Katerina and Plant, Claudia In: The 9th IEEE International Conference on Data Science and Advanced Analytics 2022 , October 13-16, 2022 , Shenzhen, China (2022)

  • The influence of meteorological parameters on wind speed extreme events: A causal inference approach
    Hlavackova-Schindler, Katerina and Fuchs, Andreas and Plant, Claudia and Schicker, Irene and DeWit, Rosmarie In: The General Assembly 2022 of the European Geosciences Union , 23-27.5.2022 , Vienna, Austria (2022)

  • A deep CNN model for medium-range spatio-temporal wind speed prediction for wind energy applications
    Scheepens, Deen and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia and Schicker, Irene In: European Meteorological Society Annual Meeting 2021 , 03.-10.09.2021 , Virtual (2021)

    • Technical Report

  • An adapted deep convolutional RNN model for spatio-temporal prediction of wind speed extremes in the short-to-medium range for wind energy applications
    Scheepens, Daan and Schicker, Irene and Hlavackova-Schindler, Katerina and Plant, Claudia Technical Report. UNSPECIFIED (Submitted) (2022)

    • This list was generated on Tue Dec 3 18:49:36 2024 CET.
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