56 citations · 73 across the 6 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★ 4 cited
Bayesian Optimization with Directionally Constrained Search
Yang Li, Yaqiang Yao
Bayesian optimization offers a flexible framework to optimize an objective function that is expensive to be evaluated. A Bayesian optimizer iteratively queries the function values…