The weighting function w ( x, y ) can be uniform, but is more typically an isotropic, circular Gaussian,
22.
Once a term-document matrix is constructed, local and global weighting functions can be applied to it to condition the data.
23.
For example, using image intensity g _ i at node v _ i, it is common to use the edge weighting function
24.
The generalized Borel transform allows a different weighting function to be used, rather than the exponential function, to transform functions not of exponential type.
25.
The function ? is a probability weighting function and captures the idea that people tend to overreact to small probability events, but underreact to large probabilities.
26.
The previous method can be extended to include an additional error term related to a desired filter impulse response in the signal domain, with a corresponding weighting function.
27.
Cumulative prospect theory avoids the St . Petersburg paradox only when the power coefficient of the utility function is lower than the power coefficient of the probability weighting function.
28.
Intuitively, the utility function must not simply be concave, but it must be concave relative to the probability weighting function to avoid the St . Petersburg paradox.
29.
In scientific literature, one occasionally encounters the term " scotopic lux " which corresponds to photopic lux, but uses instead the scotopic visibility weighting function.
30.
W _ { k } is a specific correlation based weighting function influenced by the order of the cumulant and mainly depending on the fluctuation properties of the emitters.
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