Gradient Boosted Neural Decision Forest
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2021.3133673
Abstract: Tree-based models and deep neural networks are two schools of effective classification methods in machine learning. While tree-based models are robust irrespective of data domain, deep neural networks have advantages in handling high-dimensional data. Adding… read more here.
Keywords: decision forest; neural decision; gradient; gradient boost ... See more keywords
A short-term photovoltaic power prediction model based on the gradient boost decision tree
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8050689
Abstract: Due to the development of photovoltaic (PV) technology and the support from governments across the world, the conversion efficiency of solar energy has been improved. However, the PV power output is influenced by environment factors,… read more here.
Keywords: model based; power prediction; power; gradient boost ... See more keywords