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An improved cuckoo search optimization algorithm with genetic algorithm for community detection in complex networks
ST Shishavan, FS Gharehchopogh - Multimedia Tools and Applications, 2022 - Springer
Abstract This paper improved Cuckoo Search Optimization (CSO) algorithm with a Genetic
Algorithm (GA) for community detection in complex networks. CSO algorithm has problems …
Algorithm (GA) for community detection in complex networks. CSO algorithm has problems …
A novel method of spectral clustering in attributed networks by constructing parameter-free affinity matrix
The most basic and significant issue in complex network analysis is community detection,
which is a branch of machine learning. Most current community detection approaches, only …
which is a branch of machine learning. Most current community detection approaches, only …
A survey of neighborhood construction algorithms for clustering and classifying data points
Clustering and classifying are overriding techniques in machine learning. Neighborhood
construction as a key step in these techniques has been extensively used for modeling local …
construction as a key step in these techniques has been extensively used for modeling local …
Clustering algorithm for community detection in complex network: a comprehensive review
Many real-world social networks exist in the form of a complex network, which includes very
large scale networks with structured or unstructured data and a set of graphs. This complex …
large scale networks with structured or unstructured data and a set of graphs. This complex …
Feature selection based on conditional mutual information: minimum conditional relevance and minimum conditional redundancy
HF Zhou, Y Zhang, YJ Zhang, HJ Liu - Applied Intelligence, 2019 - Springer
Feature selection is a process that selects some important features from original feature set.
Many existing feature selection algorithms based on information theory concentrate on …
Many existing feature selection algorithms based on information theory concentrate on …
Research on quality assessment methods for cybersecurity knowledge graphs
Z Shi, H Li, D Zhao, C Pan - Computers & Security, 2024 - Elsevier
In light of the continuous evolution of cyber threats and the escalating frequency of
cyberattacks, cybersecurity knowledge graphs have emerged as vital tools for …
cyberattacks, cybersecurity knowledge graphs have emerged as vital tools for …
A chaotic sequence-guided Harris hawks optimizer for data clustering
T Singh - Neural Computing and Applications, 2020 - Springer
Data clustering is one of the important techniques of data mining that is responsible for
dividing N data objects into K clusters while minimizing the sum of intra-cluster distances …
dividing N data objects into K clusters while minimizing the sum of intra-cluster distances …
SAG Cluster: An unsupervised graph clustering based on collaborative similarity for community detection in complex networks
Many real-world social networks such as brain graph, protein structure, food web,
transportation system, World Wide Web, online social networks exist in the form of a complex …
transportation system, World Wide Web, online social networks exist in the form of a complex …
Multi-objective ant colony optimization algorithm based on decomposition for community detection in complex networks
Community detection aims to identify topological structures and discover patterns in complex
networks, which presents an important problem of great significance. The problem can be …
networks, which presents an important problem of great significance. The problem can be …
GATC and DeepCut: Deep spatiotemporal feature extraction and clustering for large-scale transportation network partition
The network partition is an important method for many key transport problems, eg, transport
network zoning, parallel computing of traffic assignment problem, and analysis of the …
network zoning, parallel computing of traffic assignment problem, and analysis of the …