Optimal decisions in combining the SOM with nonlinear projection methods

Article Abstract:

The efficacy of self-organizing map (SOM) and SammonEs mapping and multidimensional scaling (MDS) neural network based methods, which are useful for optimization of the visual presentation of multidimensional data, is analyzed.

Lithuania

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Optimization and analysis aid via data-mining for simulated production systems

Article Abstract:

A data mining technique for the optimization of simulated production systems is presented. The new technique provides analysis of production systems, which would be useful for decision makers to gauge the performance.

France

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The impact of preprocessing on data mining: an evaluation of classifier sensitivity in direct marketing

Article Abstract:

The influence of different preprocessing techniques on corporate data mining, which involves research in operations research, direct marketing and machine learning, is examined.

Germany, Science & research, Data Processing, Research, Electronic data processing

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