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.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 2006
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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.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 2006
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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.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 2006
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