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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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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Dong, Bin, Jian, Songlei, Zuo, Ke
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha: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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