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We suggest that this method offers new insights into the duality and multi-level dimension of complex systems of interdependencies, and also into the ways in which actors manage these interdependencies.
An approach proposed in the paper reduces a dimension of complex structures of periodic patterns to elementary patterns based on single events, e.g., processing of a single operation of relational algebra and it also reduces periodicity dimension to fixed and restricted in size periods between the repetitions of events.
But from the side, another dimension of complex shapes is revealed.
PCA allowed the dimension of complex data to be reduced and highlights the most relevant features of a given dataset to be highlighted.
Moreover, the N-way approach allows a more transparent and detailed exploration of the temporal dimension of complex dynamic models, compared to alternative 2-way methods.
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This approach can be used to reduce the dimensions of complex observations in order to plot the sequence space of call sequences, as shown in Fig. 5.
Indeed, the examples presented in this paper show that it can be easily formulated and applied to obtain the optimal dimensions of complex linkages with large numbers of prescribed positions.
For the grand opening celebration of the Exploratorium's new location in San Francisco, acclaimed creative technology innovators, Obscura Digital, transform the façade of the historic Pier 15 into a luminous portal revealing unseen dimensions of complex micro and macro phenomena.
These dissimilarities are used in analyses, such as hierarchical clustering and multidimensional scaling (MDS), in order to reveal the most relevant physical dimensions of complex stimuli [11].
The method involves the definition of parametric regressors representing each of the several dimensions of complex stimuli.
Qualitative research provides an excellent method for describing diverse facets and dimensions of complex social interventions like this, 33 and the human factors side of QI in healthcare.
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