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Published in:
2012 | OriginalPaper | Chapter
Application of Ant Colony Algorithm for Classification and Rule Generation of Data
Authors : Preeti Tiwari, Bhupendra Verma
Published in: Soft Computing Techniques in Vision Science
Publisher: Springer Berlin Heidelberg
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Ant Colony Optimization (ACO) algorithm has been applied to data mining recently. In this paper an algorithm for data mining called Ant-Miner is used(Ant Colony Algorithm-based Data Miner). The goal of Ant-Miner is to extract classification rules from data. The algorithm is inspired by both research on the behavior of real ant colonies and some data mining concepts and principles. In this paper the application of Ant Miner Algorithm for classification of data for the weather dataset is proposed using dotnet technology. Result shows that the slightly modified Ant Miner algorithm is capable of classifying the weather dataset more efficiently.