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possibilistic-clustering-algorithms

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zcebeci / fcvalid

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Internal Validity Indexes for Fuzzy and Possibilistic Clustering

validation clustering validate fcm pcm unsupervised-learning cluster-analysis number-of-clusters clustering-evaluation fuzzy-cmeans-clustering unsupervised-machine-learning clustering-validation unsupervised-clustering validity-indices clustering-analysis fuzzy-internal-indexes fuzzy-clustering-analyses fuzzy-possibilistic-cmeans possibilistic-clustering-algorithms clustering-benchmarks
  • Updated Oct 1, 2022
  • R

GiatrasKon / Hyperspectral-Image-Clustering

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Analysis of the Salinas hyperspectral image dataset using advanced clustering algorithms, focusing on identifying homogeneous regions in the image. Implementations of cost-function optimization and hierarchical clustering techniques, along with evaluations and visualizations in reduced-dimensional spaces.

machine-learning clustering matlab image-processing data-visualization remote-sensing pca dimensionality-reduction unsupervised-learning fuzzy-cmeans-clustering hierarchical-clustering k-means-clustering hyperspectral-imaging probabilistic-clustering adjusted-rand-index possibilistic-clustering-algorithms silhouette-score spectral-bands salinas-dataset calinski-harabasz-index
  • Updated Nov 19, 2024
  • MATLAB

GiatrasKon / Clustering_Algorithms_Analytical_and_Computational

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

data-science machine-learning clustering matlab data-visualization computational-mathematics statistical-analysis data-analysis outlier-detection numerical-methods k-means unsupervised-learning k-medians k-medoids synthetic-data k-means-clustering k-medoids-clustering possibilistic-clustering-algorithms k-median-clustering noise-robustness
  • Updated Nov 26, 2024
  • MATLAB

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