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cs.LG2024
Detecting outliers by clustering algorithms
Qi Li, Shuliang Wang
Clustering and outlier detection are two important tasks in data mining. Outliers frequently interfere with clustering algorithms to determine the similarity between objects, resul…
cs.LG2024
A parameter-free clustering algorithm for missing datasets
Qi Li, Xianjun Zeng, Shuliang Wang +3
Missing datasets, in which some objects have missing values in certain dimensions, are prevalent in the Real-world. Existing clustering algorithms for missing datasets first impute…