35 citations · 64 across the 10 of their papers we have counts for
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cs.LG2022★ 35 cited
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression
Xiren Zhou, Qiuju Chen, Shengfei Lyu +1
With the rapid expansion of urban areas and the increasingly use of electricity, the need for locating buried cables is becoming urgent. In this paper, a noval method to locate und…
cs.LG2020
Probabilistic Classification Vector Machine for Multi-Class Classification
Shengfei Lyu, Xing Tian, Yang Li +2
The probabilistic classification vector machine (PCVM) synthesizes the advantages of both the support vector machine and the relevant vector machine, delivering a sparse Bayesian s…
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…