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NOISE-ENHANCED CLUSTERING AND COMPETITIVE LEARNING
NOISE-ENHANCED CLUSTERING AND COMPETITIVE LEARNING
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机译:增强噪声的集群和竞争性学习
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摘要
Non-transitory, tangible, computer-readable storage media may contain a program of instructions that enhances the performance of a computing system running the program of instructions when segregating a set of data into subsets that each have at least one similar characteristic. The instructions may cause the computer system to perform operations comprising: receiving the set of data; applying an iterative clustering algorithm to the set of data that segregates the data into the subsets in iterative steps; during the iterative steps, injecting perturbations into the data that have an average magnitude that decreases during the iterative steps; and outputting information identifying the subsets.
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