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Concept
Multi-scale Analysis
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Summary
Multi-scale Analysis
is a
Methodological Approach
used to examine
Complex Systems
at
Various scales
or
Levels of detail
, providing insights that
Single-scale analyses
may miss. This approach is essential in fields like physics, biology, and
Data Science
where systems exhibit
Different behaviors
at different scales, necessitating a
Comprehensive Understanding
from the microscopic to the
Macroscopic level
.
Concepts
Scale Invariance
Fractal Analysis
Wavelet Transforms
Spatial Hierarchies
Heterogeneous Systems
Nested Scales
Cross-scale Interactions
Scale Variation
Singular Perturbations
Curvature Scale Space
Image Pyramid
Relevant Degrees
Probability and Statistics 50%
Statistics 38%
Computer Science and Data Processing 13%
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