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:: Multimedia Understanding through Computation and Learning ::

 

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Data Handling

Clustering

em_1dim.m Uses the EM algorithm to fit a Gaussian Mixture Model (GMM) to 1-dim data.
gaussian_mixture_1dim_ks_fit.m Fits a Gaussian Mixture Model (GMM) to 1-dim data, and automatically determines the number of required components by using the Kolmogorov-Smirnov goodness-of-fit statistic.
gaussian_mixture_1dim_evaluate.m Computes density and cumulative density for GMM in specified (1-dim) datapoints.