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Scientific data mining : a practical perspective / Chandrika Kamath.

Por: Tipo de material: TextoTextoDetalles de publicación: Philadelphia : Society for Industrial and Applied Mathematics, 2009.Descripción: xviii, 286 p. : il., gráficas ; 25 cmISBN:
  • 9780898716757
  • 0898716756
Tema(s): Clasificación LoC:
  • QA 76.9.D343 K356.2009
Contenidos:
Introduction -- Data mining in science and engineering -- Common themes in mining scientific data -- The scientific data mining process -- Reducing the size of the data -- Fusing different data modalities -- Enhancing image data -- Finding objects in the data -- Extracting features describing the objects -- Reducing the dimension of the data -- Finding patterns in the data -- Visualizing the data and validating the results -- Scientific data mining systems -- Lessons learned, challenges, and opportunities.
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Tipo de ítem Biblioteca actual Colección Signatura topográfica Copia número Estado Fecha de vencimiento Código de barras
Libros Biblioteca Francisco Xavier Clavigero Acervo Acervo General QA 76.9.D343 K356.2009 (Navegar estantería(Abre debajo)) ej. 1 Disponible UIA029558

Incluye referencias bibliográficas (325-277) e índice.

Introduction -- Data mining in science and engineering -- Common themes in mining scientific data -- The scientific data mining process -- Reducing the size of the data -- Fusing different data modalities -- Enhancing image data -- Finding objects in the data -- Extracting features describing the objects -- Reducing the dimension of the data -- Finding patterns in the data -- Visualizing the data and validating the results -- Scientific data mining systems -- Lessons learned, challenges, and opportunities.