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This paper first provides an overview of data preprocessing, focusing on problems of real world data. These are primarily problems that have to be carefully understood and solved before any data analysis process can start. The paper discusses in detail two main reasons for performing data preprocessing: (i) problems with the data and (ii) preparation for data analysis. The paper continues with details...
This paper discusses a study of an on-line Box-Complex optimization routine and the stability of the algorithm in the presence of measurement noise. Specifically, the paper explains modifications which must be made to the published versions of the algorithm to allow it to function in a real-time environment. The modified algorithm is then used to optimize a simple three-dimensional function with,...
This paper discusses a study of an on-line Box-Complex optimization routine and the stability of the algorithm in the presence of measurement noise. Specifically, the paper explains modifications which must be made to the published versions of the algorithm to allow it to function in a real-time environment. The modified algorithm is then used to optimize a simple three-dimensional function with,...
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