Articles with "dependency structure" as a keyword



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A new wind speed scenario generation method based on spatiotemporal dependency structure

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Published in 2021 at "Renewable Energy"

DOI: 10.1016/j.renene.2020.10.132

Abstract: Abstract The accuracy of wind speed scenario generation is critical to the energy dispatching and planning of the wind-integrated power system. The accuracy of the modeling of wind speed can be improved with a comprehensive… read more here.

Keywords: speed scenario; dependency structure; speed; wind speed ... See more keywords
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A Hidden Markov Contour Tree Model for Spatial Structured Prediction

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Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2020.3002887

Abstract: Spatial structured models are predictive models that capture dependency structure between samples based on their locations in the space. Learning such models plays an important role in many geoscience applications such as water surface mapping,… read more here.

Keywords: markov contour; hidden markov; dependency structure; spatial structured ... See more keywords