Your search for Keyword "random forest"resulted in 3 records.
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- Title: GENERATING MAPS FOR OPERATIONAL AVALANCHE WARNING WITH MACHINE LEARNING ALGORITHMS
- Date: 2024-09-23
- Authors: Reinhard Fromm, Christine Schönberger
- Description: Snow avalanche warning services use a wide range of tools to ensure that users of their bulletins receive reliable and consistent information. This st...
- Object ID: ISSW2024_P1.17.pdf
- Keywords: prediction, risk assessment, random forest, support vector machine, nearest neighbor, multi-output classifier
- View additional details about GENERATING MAPS FOR OPERATIONAL AVALANCHE WARNING WITH MACHINE LEARNING ALGORITHMS
- Title: TOWARDS A FULLY MODEL-BASED AVALANCHE HAZARD ASSESSMENT: INVESTIGATING THE IMPACT OF INPUT DATA ON MACHINE LEARNING PREDICTIONS.
- Date: 2023-10-08
- Authors: Bettina Richter, Mathias Bavay, Martin Hendrick, Stephanie Mayer, Rebecca Mott, Cristina Pérez Guillén, Alec van Herwijnen
- Description: Operational avalanche forecasting mostly relies on manual snow profiles, snow instability observations, and weather data to assess the avalanche dange...
- Object ID: ISSW2023_O4.06.pdf
- Keywords: numerical avalanche forecasting, snow cover modeling, random forest models, weather prediction models
- View additional details about TOWARDS A FULLY MODEL-BASED AVALANCHE HAZARD ASSESSMENT: INVESTIGATING THE IMPACT OF INPUT DATA ON MACHINE LEARNING PREDICTIONS.
- Title: Statistical Nowcast of Avalanche Activity at the Regional Scale
- Date: 2016-10-02
- Authors: Stephan Harvey, Alec van Herwijnen, Bettina Richter
- Description: Forecasting natural avalanche activity is challenging. Events are relatively rare and several contributory factors affecting the formation of dry- or ...
- Object ID: ISSW16_P4.04.pdf
- Keywords: avalanche forecasting, avalanche activity, statistical model, random forest, snowpack
- View additional details about Statistical Nowcast of Avalanche Activity at the Regional Scale
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