Name: Knowledge Graph for Decision Engine (en Inglés)
SKU: 62088504
Price: 184.38 PEN
Availability: InStock
Author: Sridhar Nomula
ISBN: 9786207488865

portada Knowledge Graph for Decision Engine (en Inglés)

Knowledge Graph for Decision Engine (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

Sridhar Nomula

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9786207488865

Knowledge Graph for Decision Engine (en Inglés)

Sridhar Nomula (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Knowledge Graph for Decision Engine (en Inglés)"

With the advent of Bigdata technologies, healthcare data captured and stored at multiple granular levels and multiple formats. In the healthcare domain, includes hospitals, pharmaceuticals, and insurance companies have an enormous amount of data in structured tables. However, significant amounts of the big data remain underutilized due to data isolation, distribution, and heterogeneity. Despite interconnected tabular data linked together in some way for ML input, challenges are, increased dimensionality, normalization of data which is not natural representation, repetition of data on merging different aggregated data across tables. Machine learning models supposes the observations are not dependent however, the real world information is interconnected. Knowledge graphs and machine learning are two important tools to understand and model complex concepts, while machine learning is a process by which computers learn from data, without being explicitly programmed.