Ecosyste.ms: Awesome

Projects in Awesome Lists tagged with possibilistic-clustering-algorithms

A curated list of projects in awesome lists tagged with possibilistic-clustering-algorithms .

• Sort

  • Recently synced
  • Stars

https://github.com/giatraskon/hyperspectral-image-clustering

This repository showcases the analysis of the Salinas hyperspectral image dataset using advanced clustering algorithms, focusing on identifying homogeneous regions in the image. It includes implementations of cost-function optimization and hierarchical clustering techniques, along with evaluations and visualizations in reduced-dimensional spaces.

clustering dimensionality-reduction fuzzy-cmeans-clustering hierarchical-clustering hyperspectral-imaging image-processing k-means-clustering machine-learning matlab pca possibilistic-clustering-algorithms probabilistic-clustering salinas-dataset silhouette-score spectral-bands unsupervised-learning

Last synced: 20 Nov 2024

https://github.com/giatraskon/clustering_algorithms_analytical_and_computational

Analytical and computational exploration of clustering algorithms, focusing on k-means and k-medians, with MATLAB implementations and synthetic dataset analyses.

clustering computational-mathematics data-analysis data-science data-visualization k-means k-means-clustering k-median-clustering k-medians k-medoids k-medoids-clustering machine-learning matlab noise-robustness numerical-methods outlier-detection possibilistic-clustering-algorithms statistical-analysis synthetic-data unsupervised-learning

Last synced: 27 Nov 2024