This approach utilizes pheromone left by ants to avoid ant's moving randomicity, which can make the ant move towards direction which has high pheromone ...
Fast, effective text clustering has been playing an important role in organizing web text information. Due to its self-organization, robustness, flexibility ...
Fast, effective text clustering has been playing an important role in organizing web text information. Due to its self-organization, robustness, flexibility ...
An Ant-Based Fast Text Clustering Approach Using Pheromone. Publication type: Chapter. Publication: 2008 Fifth International Conference on Fuzzy Systems and ...
In the proposed method, ant agents use pheromone to communicate the place to make the clusters, not the path as in real ants, to decide pick and drop of ...
This paper proposes a pheromone based ant clustering algorithm. In the proposed method, ant agents use pheromone to communicate the place to make the clusters, ...
Abstract. Recently, much research has been proposed using nature inspired algorithms to perform complex machine learning tasks. Ant.
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In the proposed method, ant agents use pheromone ... propose here a new ant based clustering method that uses ... Liu, “An ant-based fast text clustering approach ...
Under this perspective, this paper proposes both a progressive vision scheme and pheromone heuristics for the standard ant-clustering algorithm, together with a ...
This paper proposes a pheromone based ant clustering algorithm. In the proposed method, ant agents use pheromone to communicate the place to make the clusters, ...