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DVE unfolds the dataset by maximizing the global variance subject to the proximity relation preservation constraint originated in Laplacian eigenmaps.
Considering the agent-based modeling and mapping of a manufacturing system, some system models are described in this paper, which include: domain-based hierarchical structure (DBHS), cascading agent structure (CAS), proximity relation structure (PRS), and bus-based network structure (BNS).
The Directional Information Transfer Index (DITI) was used to describe the similarity between rainfall gaging stations, and the fuzzy cluster analysis was utilized to classify rainfall gaging stations into distribution zones with the proximity relation defined by the DITI.
In this paper, combining the ideas of MVU and Laplacian eigenmaps, we propose a new nonlinear dimensionality reduction method called distinguishing variance embedding (DVE), which unfolds the data manifold by maximizing the global variance subject to the proximity relation preservation constraint originated in Laplacian eigenmaps.
This proximity relation gives a possibility that solutions for politico-legal factors lead for solutions for infrastructure-related problems.
In terms of the three aspects of disturbance, continuity and sustainability, the intensity of mining activities alters the shape, distribution and proximity relation of patches most, but the number and richness of landscape types cannot be primarily changed.
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This kinome partitioning is highly correlated with proximity relations arising from the pharmacological profiling of kinases.
Motivated by continuity preservation, the SDPP is a linear projection method where the proximity relations between points in the low-dimensional subspace mimic the proximity relations between points in the response space.
Our solution consists in using proximity relations between the geometrical primitives of the object, thus simply modeling human behavior when representing the surrounding.
Figure 2 Domain ontology on solar system planets and some proximity relations.
Since the radiofrequency used to sense proximity cannot propagate through a human body, this enabled detection of face-to-face proximity relations.
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