Data Mining for Geoinformatics Methods and Applications /

The rate at which geospatial data is being generated exceeds our computational capabilities to extract patterns for the understanding of a dynamically changing world. Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. Thi...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Cervone, Guido (Editor ), Lin, Jessica (Editor ), Waters, Nigel (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Data mining.
Database management.
Geographic information systems.
Artificial intelligence.
Earth sciences.
Data Mining and Knowledge Discovery.
Database Management.
Geographical Information System.
Artificial Intelligence.
Earth Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Computation in Hyperspectral Imagery (HSI) Data Analysis: Role and Opportunities
  • Toward Understanding Tornado Formation Through Spatiotemporal Data Mining
  • Source Term Estimation for the 2011 Fukushima Nuclear Accident
  • GIS-based Traffic Simulation using OSM
  • Evaluation of Real-time Traffic Applications based on Data Stream Mining
  • Geospatial Visual Analytics of Traffic and Weather Data for Better Winter Road Management
  • Exploratory visualization of collective mobile objects data using temporal granularity and spatial similarity.

Ejemplares similares