Similarly, the evolving self-organizing map (ESOM) [10, 11] is based on an incremental network quite similar to GNG that creates dynamically based on the measure of the distance of the BMU to the example (but the new node is created at exact data point instead of the mid-point as in GNG).
Retroelements are even able to serve host functions for genes over longer distances as the example of the human ERV-9 demonstrates [ 94].
The SMOTE algorithm calculates a distance of the feature space between minority examples and creates synthetic data along the line between a minority example and its selected nearest neighbor.
After feature extraction the chosen distance measure between the feature vectors of the example and each database sample is calculated.
Let F A, B ( t ) = sup x ∈ A, y ∈ B F x, y ( t ), ∀ t ∈ , which is said to be the probabilistic distance of A, B. Example Let X be a nonempty set and d 1, d 2 be two metrics defined on X with the probabilities p 1 = 0.5, p 2 = 0.5, respectively.
Besides the distances of data examples to SVMs hyperplanes, the type-2 fuzzy SVMs fusion system also considers the accuracy information of individual SVMs.
Extensions of the modelling might include more accurate accounting for the costs of distance that, for example, take account of the actual road network and travel times over more difficult terrain.
We can introduce two c-distances on this space: They are the examples of c-distances in tvs-cone metric spaces which are not c-distances in cone metric spaces of [19, 20].
At a distance of 300 m, for example, the productivity of forwarding in the time study plots was 6.7 10.4 ODt E0-h−1.
The match last Tuesday in Buenos Aires, requiring 15-hour flights in both directions to cover the 10,500-kilometer distance, was the extreme example of overloading players.
