11 citations · 15 across the 3 of their papers we have counts for
3 papers
Representation Learning by Reconstructing Neighborhoods
Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis +2
Since its introduction, unsupervised representation learning has attracted a lot of attention from the research community, as it is demonstrated to be highly effective and easy-to-…
Admissible Time Series Motif Discovery with Missing Data
Yan Zhu, Abdullah Mueen, Eamonn Keogh
The discovery of time series motifs has emerged as one of the most useful primitives in time series data mining. Researchers have shown its utility for exploratory data mining, sum…
Experimental Comparison of Representation Methods and Distance Measures for Time Series Data
Xiaoyue Wang, Hui Ding, Goce Trajcevski +2
The previous decade has brought a remarkable increase of the interest in applications that deal with querying and mining of time series data. Many of the research efforts in this c…