Data mining know it all
This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Burlington, MA :
Elsevier/Morgan Kaufmann Publishers
c2009.
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| Edición: | 1st edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627559606719 |
Tabla de Contenidos:
- What's it all about?
- Data acquisition and integration
- Data preprocessing
- Physical design for decision support, warehousing, and OLAP
- Algorithms, the basic methods
- Further techniques in decision analysis
- Fundamental concepts of genetic algorithms
- Data structures and algorithms for moving objects types
- Improving the model
- Social network analysis.
