87 citations · 573 across the 31 of their papers we have counts for
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cs.LG2017★ 4 cited
Improvement of training set structure in fusion data cleaning using Time-Domain Global Similarity method
Jian Liu, Ting Lan, Hong Qin
Traditional data cleaning identifies dirty data by classifying original data sequences, which is a classimbalanced problem since the proportion of incorrect data is much less th…
cs.LG2017★ 4 cited
Preference-based performance measures for Time-Domain Global Similarity method
Ting Lan, Jian Liu, Hong Qin
For Time-Domain Global Similarity (TDGS) method, which transforms the data cleaning problem into a binary classification problem about the physical similarity between channels, dir…