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 | Distributed neural tensor completion for network monitoring data recovery
Abstract Network monitoring data is usually incomplete, accurate and fast recovery of missing data is of great significance for practical applications. The tensor-based nonlinear methods have attracted recent attentions with their capability of capturing complex interactions among data for more accurate recovery.
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 | False data injection attacks data recovery in smart grids: A graph ...
False data injection (FDI) attacks, one of the most classical cyber attacks, have increasingly posed a significant threat to the security and reliability of power systems [5]. Such attacks, mislead the system state estimation results, by manipulating the measurements of sensors, and thereby affecting the secure operations of the power system [6]. Research on FDI attacks and their data recovery ...
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 | Kernel Bayesian tensor ring decomposition for multiway data recovery
With the aid of side information, the recovery performance of the methods above is improved. However, all matrix-based methods with side information encounter difficulties when dealing with high-order data because they cannot incorporate specific side information enhancements.
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 | Multi-dimensional imaging data recovery via minimizing the partial sum ...
The tensor, a multi-dimensional extension of the matrix, is an important data format and has been applied in lots of real-world applications, for example, the video data recovery [1], the hyperspectral data recovery and fusion [2], [3], the personalized web search [4], and seismic data reconstruction [5]. Among these applications, how to accurately characterize and rationally utilize the inner ...
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 | Recovery of waste heat from data centres for decarbonisation of ...
In the case of air-cooled data centres, which stand for the majority of existing data centres, the excess heat is discharged into the air, typically using a chiller or a cooling tower. The temperature range of this waste heat from air cooled servers, 35–45 °C, makes it suitable for recovery to heat nearby buildings.
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