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Detection of homogeneous production batches of semiconductor devices by greedy heuristic clustering algorithms with special distance metrics

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Published under licence by IOP Publishing Ltd
, , Citation G Sh Shkaberina et al 2020 IOP Conf. Ser.: Mater. Sci. Eng. 734 012104 DOI 10.1088/1757-899X/734/1/012104

1757-899X/734/1/012104

Abstract

Authors present a comparative efficiency analysis of application of k-means and k-medoids clustering models for solving the problem of grouping of semiconductor devices into homogeneous production batches using three types of metrics: Euclidean distance, Mahalanobis distance, Manhattan distance.

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10.1088/1757-899X/734/1/012104