Graph Agglomerative Clustering Library

Implementation of qunatum clustering and hierarchical quantum clustering

Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.

Project for "Clustering" Master course of Data Science and Information Technologies (DSIT)

Distributed Dual Vigilance Fuzzy ART - Companion MATLAB Code

An Automatic Toolbox for Cluster Validity Indexes (CVI)

A Matlab script that applies the basic sequential clustering to evaluate the number of user groups by using the hierarchical clustering and k-means algorithms. Using the k-means fold the classifiers that are a neural network and the other least squares to evaluate them.

Qualitative and quantitative evaluation of the performance of clustering algorithms in HSI clustering

simple projects related to python scikit-learn and MATLAB neural network toolbox

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.