Local overlapping community detection

L Ni, W Luo, W Zhu, B Hua - … on Knowledge Discovery from Data (TKDD), 2019 - dl.acm.org
overlapping node that belongs to multiple communities, the problem is to find communities to
which it belongs according to local … a framework for local overlapping community detection. …

Local spectral clustering for overlapping community detection

Y Li, K He, K Kloster, D Bindel, J Hopcroft - ACM Transactions on …, 2018 - dl.acm.org
local expansion methods in order to identify communities … for finding overlapping communities
called Lemon (Local … algorithm finds the community by performing a local spectral diffusion…

Overlapping community detection in networks: The state-of-the-art and comparative study

J Xie, S Kelley, BK Szymanski - Acm computing surveys (csur), 2013 - dl.acm.org
… state-of-the-art in overlapping community detection algorithms, quality … In addition to
community-level evaluation, we propose a … The time complexity to find the best local operation for …

Overlapping community detection via local spectral clustering

Y Li, K He, D Bindel, J Hopcroft - arXiv preprint arXiv:1509.07996, 2015 - arxiv.org
local expansion methods in order to identify the communityoverlapping communities
called Lemon (Local Expansion via Minimum One Norm). The algorithm finds the community by …

[PDF][PDF] Overlapping Community Detection by Local Community Expansion.

Y Xing, F Meng, Y Zhou, R Zhou, Z Wang - J. Inf. Sci. Eng., 2015 - researchgate.net
… In order to detect overlapping community structures in complex network more effectively,
we propose a novel overlapping community detection method by local community expansion …

Overlapping community detection based on network decomposition

Z Ding, X Zhang, D Sun, B Luo - Scientific reports, 2016 - nature.com
overlapping community detection, with a superior performance than LC. Besides, Pan et al.
detect link communities by a local-… a proposed local function to find each natural community. …

A local-neighborhood information based overlapping community detection algorithm for large-scale complex networks

F Cheng, C Wang, X Zhang… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
… In this paper, we propose the OCLN overlappingcommunity detection algorithm (based on
local-neighborhood information) for large-scale complex networks. To achieve fast community

Local optimization for clique-based overlapping community detection in complex networks

J Ma, J Fan - IEEE Access, 2019 - ieeexplore.ieee.org
… algorithm in this paper achieves well overlapping community detection precision on such
types of true-world datasets. Compared to the other overlapping algorithms, the results of the …

Scalable spectral clustering for overlapping community detection in large-scale networks

H Van Lierde, TWS Chow… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… for the detection of overlapping communities generally fall into four categories, which
include methods based on edge partitioning, cliquebased methods, methods based on local

Detecting overlapping communities of weighted networks via a local algorithm

D Chen, M Shang, Z Lv, Y Fu - Physica A: Statistical Mechanics and its …, 2010 - Elsevier
… naturally belong to several communities, the study of overlapping communities has attracted
… to detect overlapping communities. In this paper, an overlapping communities detecting