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)

MATLAB functions designed to construct dissimilarity matrices using a variety of distance metric functions. It provides a comprehensive toolkit for analyzing and comparing data sets through different distance measures.

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

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.

Gower Distance for MATLAB. This repository contains MATLAB implementation of Gower distance calculation for mixed numerical and categorical datasets.

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.

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