89 citations · 252 across the 18 of their papers we have counts for
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cs.LG2019★ 1 cited
Use Short Isometric Shapelets to Accelerate Binary Time Series Classification
Weibo Shu, Yaqiang Yao, Shengfei Lyu +2
In the research area of time series classification, the ensemble shapelet transform algorithm is one of state-of-the-art algorithms for classification. However, its high time compl…
cs.LG2019★ 89 cited
When does Diversity Help Generalization in Classification Ensembles?
Yijun Bian, Huanhuan Chen
Ensembles, as a widely used and effective technique in the machine learning community, succeed within a key element -- "diversity." The relationship between diversity and generaliz…