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- W2164327722 abstract "This paper presents a new method of clustering and classification. Here is discussed a new method of clustering based on defining the heat function. Shahyat algorithm can be implemented either in a supervised or unsupervised manner. We consider each pattern as a heat source; the points of feature space are affected by the heat of all patterns. Therefore, the closer the patterns, the higher the heat, and we can determine compact regions of feature space noticing the heat of space. We calculate the heat of patterns, and choose cluster centers based on their heat. Finally, we solve the iris clustering problem and present several specifications of shahyat algorithm." @default.
- W2164327722 created "2016-06-24" @default.
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- W2164327722 date "2009-01-01" @default.
- W2164327722 modified "2023-09-25" @default.
- W2164327722 title "Shahyat Algorithm as a Clustering Method" @default.
- W2164327722 cites W2157682389 @default.
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- W2164327722 doi "https://doi.org/10.1007/978-0-387-85437-3_14" @default.
- W2164327722 hasPublicationYear "2009" @default.
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