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- W4210504706 abstract "In almost all real applications, data contain errors and noise, need to be scaled and transformed, or need to be collected from different and possibly heterogeneous information sources.We distinguish deterministic and stochastic errors. Deterministic errors can sometimes be easily corrected. Outliers need to be identified and removed or corrected. Outliers or noise can be reduced by filtering. We distinguish many different filtering methods with different effectiveness and computational complexities: moving statistical measures, discrete linear filters, finite impule response, infinite impulse response. Data features with different ranges often need to be standardized or transformed." @default.
- W4210504706 created "2022-02-08" @default.
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- W4210504706 date "2012-01-01" @default.
- W4210504706 modified "2023-10-16" @default.
- W4210504706 title "Data Preprocessing" @default.
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- W4210504706 doi "https://doi.org/10.1007/978-3-8348-2589-6_3" @default.
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