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CDE++: Learning Categorical Data Embedding by Enhancing Heterogeneous Feature Value Coupling Relationships

Categorical data are ubiquitous in machine learning tasks, and the representation of categorical data plays an important role in the learning performance. The heterogeneous coupling relationships between features and feature values reflect the characteristics of the real-world categorical data which...

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Foilsithe in:Entropy (Basel)
Main Authors: Dong, Bin, Jian, Songlei, Zuo, Ke
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516865/
https://ncbi.nlm.nih.gov/pubmed/33286165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22040391
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