Spectral Perturbation Meets Incomplete Multi-view Data

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

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

Graph Agglomerative Clustering Library

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#

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

multi graph SC

An implementation of spectral clustering in Matlab

Multi-way Spectral Clustering

Digital Image Processing Assignment(Auth Spring Semester 2021)

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

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

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

Fast Large-Scale Spectral Clustering via Explicit Feature Mapping

ECML/KDD12 Transfer Spectral Clustering (TSC)

A framework for advanced multi-graph analysis and method development