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Multi-modal data fusion based on embeddings /

Many web pages include structured data in the form of semantic markup, which can be transferred to the Resource Description Framework (RDF) or provide an interface to retrieve RDF data directly. This RDF data enables machines to automatically process and use the data. When applications need data fro...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Thoma, Steffen (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : IOS Press, [2019]
Colección:Studies on the Semantic Web ; volume 041.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Intro; Title Page; Introduction; Motivation; Challenges; Hypotheses and Research Questions; Contributions; Outline; Foundations; Semantic Web; Representation Learning; Data Fusion; Introduction; Motivating Example; Related Work; Pipeline; Experiments; Summary; Multi-modal Fusion and Transfer; Introduction; Motivating Example; Related Work; Multi-modal Fusion; Experiments on Multi-modal Fusion; Multi-modal Transfer; Experiments on Multi-modal Transfer; Summary; Conclusion; Summary; Future Work; Bibliography; Appendix; Full Michael Jordan Example; Evaluation Tables; Evaluation Heatmaps