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Title: Finite mixture model: decompose a surface into "n" subadjacent gaussian bells. A Mathematica 7 script
Author: Butturini, Andrea
Keywords: Deconvolution
Distribució (Teoria de la probabilitat)
Reconeixement de formes (Informàtica)
Computer software
Distribution (Probability theory)
Pattern recognition systems
Issue Date: 2013
Abstract: This script implements the Laplacian filter and the finite mixture approach to decompose a surface into an arbitrary number “n” of bidimensional Gaussian probability distributions. Finite misture are widely used in data mining or pattern recognition. Here, this tool in implemented to decompose an arbitrary surface f(x,y) with some peaks and shoulders. This approach can be useful to decompose any bidimensional data array. For instance a bidimensional chromatogram, an excitation-emssion fluorescence spectra, a bidimensional cytogram. etc.
Note: The script works with Mathematica (version 7 or latest) however Laplacian filter and the finite mixture can be easily implement with any other mathematical software.
Appears in Collections:Programari (Biologia Evolutiva, Ecologia i Ciències Ambientals)
Programari - Recerca

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