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GitHub topics: multi-view-clustering

zxlearningdeep/LatGRL

[TNNLS] The source code for "When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning" (LatGRL)

Language: Python - Size: 27.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 2

jinjiaqi1998/Awesome-Deep-Multi-View-Clustering

Awesome Deep Multi-View Clustering is a collection of SOTA, novel deep multi-view clustering methods (papers and codes).

Size: 159 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 40 - Forks: 1

wangsiwei2010/awesome-multi-view-clustering

collections for advanced, novel multi-view clustering methods(papers , codes and datasets)

Size: 85 KB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 584 - Forks: 117

Sean2CS/RTGD-MVC

This repository provides the official MATLAB implementation for the paper "RTGD-MVC: Robust Tensor Learning with Graph Diffusion for Scalable Multi-view Graph Clustering".

Language: MATLAB - Size: 2.92 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ShizheHu/TNNLS25_Code_PGCL-DCL

TNNLS25 Code of "Deep Multi-view Clustering by Pseudo-label Guided Contrastive Learning and Dual Correlation Learning"

Size: 8.16 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

Lummer-Li/DCMVC

DCMVC: Dual Contrastive Multi-view Clustering (DCMVC)

Size: 430 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

cjpcool/VGMGC

TNNLS "Variational Graph Generator for Multi-View Graph Clustering".

Language: Python - Size: 16.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

zxlearningdeep/BMGC

The source code for "Balanced Multi-Relational Graph Clustering" (BMGC) (Accepted by ACM International Conference on Multimedia)

Language: Python - Size: 47.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 3

gtsitsik/multi-graph-explorer

A framework for advanced multi-graph analysis and method development

Language: MATLAB - Size: 650 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zxlearningdeep/InfoMGF

[NeurIPS'24] The source code for "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".

Language: Python - Size: 210 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1

He-Changhao/2024-MM-VITAL

[ACM MM 2024] Pytorch Code for the paper "Robust Variational Contrastive Learning for Partially View-unaligned Clustering"

Language: Python - Size: 3.59 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 9 - Forks: 0

ShizheHu/ACMMM24_Code_LUCE-CMC

ACMMM24 code of "Learning Dual Enhanced Representation for Contrastive Multi-view Clustering"

Size: 5.66 MB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

wanxinhang/Awesome-Continual-Multi-view-clustering

Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).

Language: MATLAB - Size: 248 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 1

KristinaP09/U-MV-FCM

code of "Unsupervised multiview fuzzy c-means clustering algorithm" published in Electronics 2023

Language: MATLAB - Size: 9.49 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

wanxinhang/CCMVC-FSF

The code of Contrastive Continual Multi-view Clustering with Filtered Structural Fusion (CCMVC-FSF)

Language: MATLAB - Size: 21.5 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

XLearning-SCU/2022-TPAMI-DCP

PyTorch implementation for Dual Contrastive Prediction for Incomplete Multi-view Representation Learning (TPAMI'22)

Language: Python - Size: 76.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 38 - Forks: 15

YuanboCheng6/CMSR

Comprehensive Multi-view Self-Representations for Clustering

Language: MATLAB - Size: 9.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

kunzhan/MVCF

NECO 18: Adaptive structure concept factorization for multiview clustering

Language: Matlab - Size: 9.77 KB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 6

youweiliang/ConsistentGraphLearning

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

Language: MATLAB - Size: 4.91 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 7

cswanghao/gbs

A Study of Graph-based System for Multi-view Clustering

Language: MATLAB - Size: 7.56 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 15 - Forks: 13

Zzhousx/SDFS

Structural regularization based discriminative multi-view unsupervised feature selection

Language: MATLAB - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

5uso/HiPGMC

HiPGMC is a highly efficient, parallel Graph-based Multi-view Clustering implementation.

Language: C - Size: 190 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

wenyiwy99/EMVGC-LG

[ACM MM 2023] Efficient Multi-View Graph Clustering with Local and Global Structure Preservation

Language: MATLAB - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wenyiwy99/UPMGC-SM

[T-NNLS] Unpaired Multi-View Graph Clustering with Cross-View Structure Matching

Language: MATLAB - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

wenyiwy99/SIMVC-SA

[ACM MM 2023] Scalable Incomplete Multi-View Clustering with Structure Alignment (SIMVC-SA)

Language: MATLAB - Size: 2.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

WPZgithub/ConMod

Identifying conserved functional modules in multiple biological networks

Language: MATLAB - Size: 253 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Galaxy922/GCFAggMVC

The official repos for ‘’GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering‘’, (CVPR 2023).

Language: Python - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

ckghostwj/Generalized-Incomplete-Multi-view-Clustering-With-Flexible-Locality-Structure-Diffusion

The code for "Generalized Incomplete Multi-view Clustering With Flexible Locality Structure Diffusion"

Language: MATLAB - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

huangdonghere/SMCMB

Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. To appear in IEEE Transactions on Big Data.

Language: MATLAB - Size: 9.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

RuizeHan/DAN4Ass

Multi-view Multi-Human Association with Deep Assignment Network, IEEE TIP 2022.

Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

huangdonghere/UDBGL

Matlab code for the TNNLS 2023 paper "Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning".

Language: MATLAB - Size: 13.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

huangdonghere/JMVFG

Matlab code for the IEEE TETCI 2023 paper "Joint Multi-view Unsupervised Feature Selection and Graph Learning".

Language: MATLAB - Size: 4.89 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

tonyshangyang/TLR

code of Multi-view unsupervised feature selection with tensor low-rank minimization with personal explanatory note

Language: MATLAB - Size: 2.16 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

tonyshangyang/WTNNM

code of Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering with personal explanatory note

Language: MATLAB - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tonyshangyang/LCBG-MVC

code of Low-rank Constraint Bipartite Graph Learning with personal explanatory note

Language: MATLAB - Size: 5.27 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tonyshangyang/TBGL

code of Tensorized Bipartite Graph Learning for Multi-view Clustering with personal explanatory note

Language: MATLAB - Size: 5.27 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

XLearning-SCU/2022-TPAMI-SURE

PyTorch implementation for Robust Multi-view Clustering with Incomplete Information (TPAMI 2022).

Language: Python - Size: 7.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 5

cgsdfc/abs2imc.pytorch

The official PyTorch implementation of the Anchor-based Sparse Subspace Incomplete Multi-view Clustering (ABS2IMC).

Language: Python - Size: 8.51 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

fhaive/nextcast

Nextcast: a software suite to analyse and model toxicogenomics data

Language: R - Size: 62.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cshaowang/pic

Spectral Perturbation Meets Incomplete Multi-view Data

Language: MATLAB - Size: 6.57 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 9

youweiliang/Multi-view_Clustering

MATLAB code for 7 Multi-view Spectral Clustering algorithms

Language: MATLAB - Size: 4.93 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 10

cswanghao/Multi-view-Clustering

Codes for Multi-view Clustering

Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 22 - Forks: 11

Guanzhou-Ke/conan

The official repos of "CONAN: Contrastive Fusion Networks for Multi-view Clustering".

Language: Python - Size: 1.81 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

youweiliang/Multi-view_Graph_Learning

Code for the paper "Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency"

Language: C++ - Size: 29 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 2

adanjoga/mvmc

An evolutionary many-objective approach to multiview clustering using feature and relational data

Language: MATLAB - Size: 5.84 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

he-tiantian/MSPANC

Multi-source propagation aware network clustering (MSPANC) published in Neurocomputing 2021

Size: 252 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

pangahn/CGMSC

MATLAB implementation of CGMSC algorithm.

Language: MATLAB - Size: 1.21 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

tkonopka/MultiPattern

Multi-pattern discovery in R

Language: R - Size: 274 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1

Related Keywords
multi-view-clustering 48 clustering 9 multi-view 6 graph-based-learning 4 multiview-clustering 4 graph-learning 3 spectral-clustering 3 machine-learning-algorithms 3 multi-view-learning 3 clustering-algorithm 3 deep-learning 3 incomplete-multi-view-clustering 3 feature-selection 2 multi-view-graph-learning 2 continual-learning 2 false-negatives 2 matlab 2 graph-clustering 2 network-analysis 2 contrastive-learning 2 surveys 2 machine-learning 2 graph-structure-learning 2 heterogeneous-information-networks 2 homophily 2 subspace-clustering 2 heterophily 2 unsupervised-learning 1 cheminformatics 1 bioinformatics 1 analytics 1 sparse-subspace-clustering 1 pytorch 1 anchor-graph 1 heterogeneous-graph-neural-network 1 multi-view-unsupervised-feature-selection 1 large-scale-multi-view-clustering 1 bipartite-graph-fusion 1 multi-view-video 1 human-identification 1 human-associations 1 large-scale-data 1 r 1 data-science 1 clustering-methods 1 matrix-factorization 1 complex-networks 1 community-detection 1 mvmc 1 multiobjective-optimization 1 multiobjective 1 moead 1 self-supervised-learning 1 transcriptomics 1 read-across 1 qsar 1 modelling 1 microarray-data-analysis 1 functional-annotation 1 dose-response 1 large-scale-clustering 1 kernel-kmeans-clustering 1 data-mining-algorithms 1 multi-view-data 1 partially-view-unaligned-clustering 1 contrastive-loss 1 visualization 1 tensor-decomposition 1 multimodal-fusion 1 multiplex-networks 1 multilayer-networks 1 multi-graph 1 matlab-gui 1 noise-robustness 1 graph-algorithms 1 tensor-learning 1 variational-inference 1 self-supervised 1 ensemble-clustering 1 bipartite-graph 1 tcga-data 1 non-negative-matrix-factorization 1 incomplete-data 1 representation-alignment 1 openmp 1 mpi 1 high-performance-computing 1 high-performance 1 cluster-analysis 1 multiview-learning 1 representation-learning 1 multiview 1 concept-factorization 1 classification 1 fcm 1