An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models
Sign Up to like & getrecommendations! Published in 2024 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-025-02943-z
Abstract: Shallow landslides are rapidly moving and strongly dangerous slides. In the present work, the probabilistic distribution of the landslide detachment points within a valley is modelled as a spatial Poisson point process, whose intensity depends… read more here.
Keywords: generalized additive; spatial poisson; shallow landslides; model ... See more keywords
FIND: difFerential chromatin INteractions Detection using a spatial Poisson process.
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DOI: 10.1101/gr.212241.116
Abstract: Polymer-based simulations and experimental studies indicate the existence of a spatial dependency between the adjacent DNA fibers involved in the formation of chromatin loops. However, the existing strategies for detecting differential chromatin interactions assume that… read more here.
Keywords: chromatin interactions; chromatin; spatial poisson; differential chromatin ... See more keywords
Dynamic Spectral–Spatial Poisson Learning for Hyperspectral Image Classification With Extremely Scarce Labels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3125353
Abstract: Acquiring labeled training examples for hyperspectral images (HSI) is an expensive task, and even labeling one more pixel requires a real-time field survey of tens of square meters. Therefore, it is highly demanded to achieve… read more here.
Keywords: spatial poisson; classification; spectral spatial; dynamic spectral ... See more keywords