In this paper, we propose a multi-layer ant-based algorithm (MABA), which detects communities from networks by means of locally optimizing modularity using ...
Mar 19, 2013 · Abstract:In this paper, we propose a multi-layer ant-based algorithm MABA, which detects communities from networks by means of locally ...
AN ANT-BASED ALGORITHM WITH LOCAL OPTIMIZATION FOR COMMUNITY. DETECTION IN LARGE-SCALE NETWORKS. DONGXIAO HE, JIE LIU, BO YANG, YUXIAO HUANG, DAYOU LIU*, DI ...
This paper proposes a new method based on optimizing the composite modularity, which is a new modularity proposed for evaluating partitions of a ...
In this paper, we propose a multi-layer ant-based algorithm (MABA), which detects communities from networks by means of locally optimizing modularity using ...
Bibliographic details on An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks.
In this paper, we propose a multi-layer ant-based algorithm MABA, which detects communities from networks by means of locally optimizing modularity using ...
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An ant colony based overlapping community detection algorithm is proposed. •. Redefine heuristic formula to measure similarity between two nodes.
Our main aim is to reduce these computational costs without loss on solution quality. In this study, we focus on Ant Colony Optimization techniques to find ...
This paper proposes an Ant Colony Optimization (ACO) approach to address the community detection problem by maximizing the modularity measure, and proposes ...