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- W2073989260 abstract "In order to enhance the performance of SPIRIT, in this paper we propose an improved multi-streams processing algorithm for data streams processing of sensor networks. The improved algorithm adapts the orthogonalization step and the training step for tracking weights vectors. Simulation experimental results show that compared to the original algorithm, the improved algorithm can reduce the reconstruction error, increase the energy fraction of reconstruction, and decrease the number of hidden variables, so it extract the principal components among streams more effectively." @default.
- W2073989260 created "2016-06-24" @default.
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- W2073989260 date "2010-01-01" @default.
- W2073989260 modified "2023-09-24" @default.
- W2073989260 title "An improved data streams processing algorithm for sensor networks based on training weights" @default.
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- W2073989260 doi "https://doi.org/10.1109/iccet.2010.5485789" @default.
- W2073989260 hasPublicationYear "2010" @default.
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