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1403.5787
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Scalable detection of statistically significant communities and hierarchies, using message-passing for modularity
23 March 2014
Pan Zhang
Cristopher Moore
Re-assign community
ArXiv (abs)
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Papers citing
"Scalable detection of statistically significant communities and hierarchies, using message-passing for modularity"
23 / 23 papers shown
Title
Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection
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Mahdi Mostajabdaveh
68
9
0
17 Oct 2023
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection
Tiago P. Peixoto
Alec Kirkley
79
13
0
17 Oct 2022
Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs
Meng Qin
Chao Zhang
Bo Bai
Gong Zhang
Dit-Yan Yeung
63
2
0
29 Sep 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture Model
Maedeh Ahmadi
M. Safayani
Abdolreza Mirzaei
117
6
0
10 May 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths
Tiago P. Peixoto
122
47
0
30 Nov 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
Di Jin
Zhizhi Yu
Pengfei Jiao
Shirui Pan
Dongxiao He
Hongzhi Zhang
Philip S. Yu
Weixiong Zhang
GNN
184
287
0
03 Jan 2021
Hierarchical community structure in networks
Michael T. Schaub
Jiaze Li
Leto Peel
64
20
0
15 Sep 2020
Statistical inference of assortative community structures
Lizhi Zhang
Tiago P. Peixoto
55
40
0
25 Jun 2020
Revealing consensus and dissensus between network partitions
Tiago P. Peixoto
86
41
0
28 May 2020
SIMPLE: Statistical Inference on Membership Profiles in Large Networks
Jianqing Fan
Yingying Fan
Xiao Han
Jinchi Lv
82
43
0
03 Oct 2019
Stacking Models for Nearly Optimal Link Prediction in Complex Networks
Amir Ghasemian
Homa Hosseinmardi
Aram Galstyan
E. Airoldi
A. Clauset
85
133
0
17 Sep 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
Pan Li
Eli Chien
O. Milenkovic
86
68
0
26 May 2019
Universality of the stochastic block model
Jean-Gabriel Young
G. St‐Onge
P. Desrosiers
Louis J. Dubé
73
31
0
11 Jun 2018
Prioritizing network communities
Marinka Zitnik
R. Sosič
J. Leskovec
53
71
0
07 May 2018
Evaluating Overfit and Underfit in Models of Network Community Structure
Amir Ghasemian
Homa Hosseinmardi
A. Clauset
102
142
0
28 Feb 2018
Fast Maximum Likelihood estimation via Equilibrium Expectation for Large Network Data
M. Byshkin
A. Stivala
Antonietta Mira
G. Robins
Alessandro Lomi
43
28
0
28 Feb 2018
Weighted Community Detection and Data Clustering Using Message Passing
Cheng Shi
Yanchen Liu
Pan Zhang
43
14
0
30 Jan 2018
Algorithmic detectability threshold of the stochastic block model
T. Kawamoto
61
17
0
24 Oct 2017
Simplified Energy Landscape for Modularity Using Total Variation
Z. Boyd
Egil Bae
X. Tai
Andrea L. Bertozzi
16
21
0
28 Jul 2017
Element-centric clustering comparison unifies overlaps and hierarchy
Alexander J. Gates
Ian B. Wood
W. Hetrick
Yong-Yeol Ahn
67
90
0
19 Jun 2017
Performance of a community detection algorithm based on semidefinite programming
Adel Javanmard
Andrea Montanari
F. Ricci-Tersenghi
96
20
0
30 Mar 2016
Statistical physics of inference: Thresholds and algorithms
Lenka Zdeborová
Florent Krzakala
AI4CE
133
427
0
08 Nov 2015
Evaluating accuracy of community detection using the relative normalized mutual information
Pan Zhang
65
73
0
15 Jan 2015
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