appears to be an uncanny fit (orange) to 400 measured values (blue) using 16 sinusoidal frequencies! this time it's grant work, not contract work, so i will be able to explain this in more detail eventually... for now, it's just a work in progress that looks cool :)
#dataScience #dataAnalysis #spectralAnalysis #leastSquares #OLS #sinusoidal #trigonometric #regression #modeling #statistical
Optical Spectrum Analyzer: An Invaluable Tool for Fiber Optic Communication Systems
An optical spectrum analyzer (OSA) is a device used to measure the power level of light in optical fibers as a function of wavelength. It is an essential tool for testing and troubleshooting fiber optic communication systems and components.
Optical Spectrum Analyzer - https://prateikcmi.hashnode.dev/the-incredible-utility-of-optical-spectrum-analyzers-in-testing-fiber-optic-communication-systems
#OpticalSpectrumAnalyzer #FiberOpticNetwork #WavelengthMeasurement #SpectralAnalysis #CoherentMarketInsights
3/n
We thus decided to use the General Distance Measure to compute pairwise similarities between our 172 subjects, and obtained a matrix, which as math savy people know, is also the description of a network (an "adjacency matrix" for a "weighted undirected graph").
The problem was then to find cliques, communities or clusters of similar patients in such a network, and we used spectral clustering.
Spectral clustering is a family of techniques that use spectra of matrices describing networks, i.e. use eigenvalues of matrices to understand the structure of those networks.
#spectralanalysis #spectralclustering #clustering #neuroscience
katch wreck
Prateek Yadav
Fabrice Tshimanga
Warren Currie ๐ฆ ๐ฆ