A simple implementation of our paper

TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#

Graph Agglomerative Clustering Library

MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"

Spectral Perturbation Meets Incomplete Multi-view Data

A fun review of spectral clustering with MATLAB demos I made for the NU machine learning meetiup in 2014

Code used for the paper "A nonlinear spectral method for core-periphery detection in networks" by F. Tudisco and D. J. Higham

Toolbox for spectral non-parametric clustering of SPD matices (covariance matrices and ellipsoids). Also contains code for EM-based GMM learning and inference for Bayesian non-parametric CRP-GMM.

Fast Spectral Clustering based on RandomWalk Laplacian (FRWL) for Large Scale Clustering- ICASSP 2020

The implementation of two clustering algorithms, including SCRB and USPEC.

This toolbox allows the implementation of the following diffusion-based clustering algorithms on synthetic and real datasets.

SpecXY is a user-friendly software solution for preparing, editing, extracting and comparing (spatially resolved) spectral datasets

Spectral clustering of source rock data from the Ionian geotectonic zone of Greece.

Multi-way Spectral Clustering

Digital Image Processing Assignment(Auth Spring Semester 2021)

Fast Large-Scale Spectral Clustering via Explicit Feature Mapping

MATLAB implementation of spectral clustering applied to geometric datasets (circle, spiral, sphere) with evaluation metrics and visualization.

ECML/KDD12 Transfer Spectral Clustering (TSC)

A framework for advanced multi-graph analysis and method development