Zobrazeno 1 - 10
of 308
pro vyhledávání: '"Brenning, Alexander"'
Autor:
Brenning, Alexander, Henn, Sebastian
With much of our lives taking place online, researchers are increasingly turning to information from the World Wide Web to gain insights into geographic patterns and processes. Web scraping as an online data acquisition technique allows us to gather
Externí odkaz:
http://arxiv.org/abs/2305.19893
Autor:
Schäfer, Susann, Brenning, Alexander
Publikováno v:
In Progress in Economic Geography December 2024 2(2)
Autor:
Brenning, Alexander
While significant progress has been made towards explaining black-box machine-learning (ML) models, there is still a distinct lack of diagnostic tools that elucidate the spatial behaviour of ML models in terms of predictive skill and variable importa
Externí odkaz:
http://arxiv.org/abs/2111.08478
Spatial and spatiotemporal machine-learning models require a suitable framework for their model assessment, model selection, and hyperparameter tuning, in order to avoid error estimation bias and over-fitting. This contribution reviews the state-of-t
Externí odkaz:
http://arxiv.org/abs/2110.12674
Autor:
Brenning, Alexander
Model-agnostic tools for interpreting machine-learning models struggle to summarize the joint effects of strongly dependent features in high-dimensional feature spaces, which play an important role in pattern recognition, for example in remote sensin
Externí odkaz:
http://arxiv.org/abs/2104.04295
Autor:
Bogdanovich, Ekaterina, Brenning, Alexander, Reichstein, Markus, De Polt, Kelley, Guenther, Lars, Frank, Dorothea, Orth, René
Publikováno v:
In International Journal of Disaster Risk Reduction January 2024 100
Autor:
Wang, Zhihao, Brenning, Alexander
Publikováno v:
In Computers and Geosciences December 2023 181
Akademický článek
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Publikováno v:
In Spatial Statistics October 2023 57