[PDF][PDF] A Comprehensive Review of Image Segmentation Techniques.

SK Abdulateef, MD Salman - Iraqi Journal for Electrical & Electronic …, 2021 - iasj.net
Image segmentation is a wide research topic; a huge amount of research has been
performed in this context. Image segmentation is a crucial procedure for most object …

A three-stage algorithm for local community detection based on the high node importance ranking in social networks

S Aghaalizadeh, ST Afshord, A Bouyer… - Physica A: Statistical …, 2021 - Elsevier
Community detection aims to discover and reveal community structures in complex
networks. Some community detection method is called local methods that only apply local …

Community detection using hierarchical clustering based on edge-weighted similarity in cloud environment

C Li, J Bai, Z Wenjun, Y Xihao - Information Processing & Management, 2019 - Elsevier
Recently, social network has been paid more and more attention by people. Inaccurate
community detection in social network can provide better product designs, accurate …

PLDLS: A novel parallel label diffusion and label Selection-based community detection algorithm based on Spark in social networks

H Roghani, A Bouyer, E Nourani - Expert Systems with Applications, 2021 - Elsevier
Parallel and distributed community detection in large-scale complex networks, such as
social networks, is a challenging task. Parallel and distributed algorithm with high accuracy …

Community detection in complex networks using structural similarity

FD Zarandi, MK Rafsanjani - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
These days, community detection is an important field to understand the topology and
functions in the complex networks. In this article, we propose a novel Community Detection …

Application of natural computation inspired method in community detection

W Zhang, R Zhang, R Shang, J Li, L Jiao - Physica A: Statistical Mechanics …, 2019 - Elsevier
The study of community structure in complex networks has always been a subject of great
concern in various fields. Community structure can reflect the dynamic characteristics and …

Edge classification based on convolutional neural networks for community detection in complex network

B Cai, Y Wang, L Zeng, Y Hu, H Li - Physica A: statistical mechanics and its …, 2020 - Elsevier
Community detection is a fundamental problem for many networks, and many methods have
been proposed to resolve it. However, due to rapid increases in the scale and diversity of …

A novel complex network community detection approach using discrete particle swarm optimization with particle diversity and mutation

X Li, X Wu, S Xu, S Qing, PC Chang - Applied Soft Computing, 2019 - Elsevier
Community detection in complex network is a hot issue in the field of complex network. This
paper proposed a community detection approach in complex network using discrete particle …

Label propagation algorithm based on node importance

T Wang, S Chen, X Wang, J Wang - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Label propagation algorithm (LPA) has attracted much attention due to its linear time
complexity. However, there are disadvantages of uncertainty and randomness in the label …

Communities detection in social network based on local edge centrality

X Li, S Zhou, J Liu, G Lian, G Chen, CW Lin - Physica A: Statistical …, 2019 - Elsevier
Centrality measurement and community detection in complex social network are important in
understanding network structures and analyzing network characteristics. In view of the …