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Despite of many efforts to improve the accuracy of the stream clustering methods [4, 6 16], there are some issues that fail to notice by the previous works in proposing data stream clustering solutions.
However, there are some issues that are overlooked by the previous works in proposing data stream clustering solutions; (1) clustering dataset including big segments of repetitive data, (2) monitoring clustering structure for ordinal data streams and (3) determining important parameters such as k number of exact clusters in stream of data.
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