ensemble-clustering

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

MATLAB code for Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities (IEEE TSMC-S 2021)

MATLAB Code for Locally Weighted Ensemble Clustering (IEEE TCYB 2018)

Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. IEEE Transactions on Big Data, 2024.

MATLAB Code for Robust Ensemble Clustering Using Probability Trajectories (IEEE TKDE 2016)

Consensus Clustering with Hybrid Bipartite Graph Formulation (HBGF)

MultiCons: Multiple Consensus Clustering using Closed Patterns

Scalable ensemble clustering on large networks

A Java software package that implements Projective Clustering Ensembles (PCE)

Sources of the OSLOM2 (v2.5) clustering algorithm with slightly extended I/O for the benchmarking under Clubmark

Reference implementation of Inductive Consensus Clustering (ICC-v2): linear-time bipartite anchor consensus with Sarle bimodality subspace gating and closed-form out-of-sample assignment for D >> N.

A Java software package that implements Projective Clustering Ensembles (PCE)

Confidence in Assignments via K-partition Ensembles

Ensemble clustering for single-cell methylation data with a double weighting strategy