Danyang Li, Yan Ren, Tao Du, Wanquan Liu
Published Online: Jul 26 2018
DOI: 10.1002/widm.1275
The flow chart of extracting the semantic facial descriptor.
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Lucas Pereira, Nuno Nunes
Published Online: May 22 2018
DOI: 10.1002/widm.1265
Toward systematic performance evaluation of non‐intrusive load monitoring algorithms: a survey of the existing public datasets, performance metrics, tools, and frameworks.
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Shuliang Wang, Qi Li, Hanning Yuan, Deren Li, Jing Geng, Chuanfeng Zhao, Yimeng Lei, Chuanlu Liu, Chengfei Liu
Published Online: May 10 2018
DOI: 10.1002/widm.1262
A novel clustering method called δ‐open set clustering is proposed with only one parameter δ in this study: with a given δ, a few δ‐open sets can be identified as clusters. Only those clusters with data sample volume larger than a threshold value are classified as valid cluster, and others as noise. The study shows robust performance of δ‐open set clustering method compared to others, particularly for those complex type of data sets.
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