Temporal data mining

Temporal data mining deals with the harvesting of useful information from temporal data. This book covers the theory of this subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity compu...

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Detalles Bibliográficos
Otros Autores: Mitsa, Theophano., author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton : Taylor & Francis 2010.
Edición:1st edition
Colección:Chapman & Hall/CRC data mining and knowledge discovery series.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628176406719
Tabla de Contenidos:
  • Front cover; Table of Contents; Preface; Chapter 1. Temporal Databases and Mediators; Chapter 2. Temporal Data Similarity Computation, Representation, and Summarization; Chapter 3. Temporal Data Classification and Clustering; Chapter 4. Prediction; Chapter 5. Temporal Pattern Discovery; Chapter 6. Temporal Data Mining in Medicine and Bioinformatics; Chapter 7. Temporal Data Mining and Forecasting in Business and Industrial Applications; Chapter 8. Web Usage Mining; Chapter 9. Spatiotemporal Data Mining; Appendix A; Appendix B; Index; Back cover