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Chapter and Conference Paper
An Ant Clustering Method for a Dynamic Database
We propose an adaptive ant colony data clustering algorithm for a dynamic database. The algorithm uses a digraph where the vertices represent the data to be clustered. The weight of the edge represents the acc...
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Chapter and Conference Paper
Parallel Mining for Classification Rules with Ant Colony Algorithm
A parallel ant colony algorithm for mining the classification rules is presented. By preprocessing classification information on databases and combining ACO with parallel strategies, our algorithm could extrac...
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Chapter and Conference Paper
A Novel Ant Clustering Algorithm with Digraph
A novel adaptive ant colony clustering algorithm based on digraph (A3CD) is presented. Inspired by the swarm intelligence shown through the social insects’ self-organizing behavior, in A3CD we assign acceptance w...