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… transmissions. Research themes: The main objective is to extract components: indicators or parameters. Spectral … future values, robust and efficient methods are demanded to capture the dependency of historical observations and the … years. This thesis focuses on investigating the problem of online low-rank approximation (LRA) of data streams over …