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- W2054329908 abstract "Clustering method has been applied in many fields, including data mining, machine learning, information retrieval, and image analysis. In this paper, we propose a visual clustering method based on the genetic algorithm (GA) and image manipulation. The proposed method automatically determines the number of clusters in a binary image without using distance measures. There are three processes of the proposed method, i.e., creating the object table, mapping the object table into a binary image, and clustering objects in the binary image by using the GA and image manipulation. The effectiveness of the proposed method is tested on both synthetic data sets and a real data set. The experimental results show that the proposed method can effectively construct the clusters in both synthetic and real data sets." @default.
- W2054329908 created "2016-06-24" @default.
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- W2054329908 date "2011-12-01" @default.
- W2054329908 modified "2023-09-27" @default.
- W2054329908 title "Visual clustering method using genetic algorithm and image manipulation" @default.
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- W2054329908 doi "https://doi.org/10.1109/ispacs.2011.6146206" @default.
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