Business Intelligence: Data Mining and Optimization for Decision Making
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...Rec....
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135 citations
Cites methods from "Business Intelligence: Data Mining ..."
...The k-means algorithm is considered to be the best known and most frequently applied partitioning clustering technique (Vercellis 2009) which is implemented as a standard in most of the established data mining software (also in SAP BI)....
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133 citations
101 citations
Additional excerpts
...…literature three limits that can justify, in some contexts, the use of interactive optimization methods: (1) the inherent limits of optimization models; (2) the inadequate performances of optimization procedures; and (3) the nonacceptance and misunderstanding of optimization systems by their users....
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References
40,147 citations
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"Business Intelligence: Data Mining ..." refers methods in this paper
...The CCR model was first proposed in Charnes et al. (1978), based on a previous contribution by Farrell (1957)....
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23,600 citations