Intelligent skin cancer detection using enhanced particle swarm optimization.

Knowledge-Based Systems(2018)

引用 101|浏览29
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摘要
•We conduct intelligent skin cancer diagnosis using dermoscopic images.•An enhanced PSO algorithm is proposed for feature selection.•It integrates subswarms, mutation mechanisms and dynamic matrix representations.•It follows leaders and avoids enemies in every or randomly selected sub-dimensions.•It outperforms other optimization methods and related research significantly.
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关键词
Skin cancer detection,Feature selection,Evolutionary algorithm,Dermoscopic images
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