algorithms and applications
Edición de la obra Data Clustering
| Autor | Charu C. Aggarwal, Chandan K. Reddy |
|---|---|
| Editorial | Chapman and Hall/CRC |
| Fecha de publicación | 2014 |
| Lugar | Boca Raton |
| Idioma | inglés |
| Páginas | 622 |
| ISBN-13 | 9781466558212 |
| OCLC | 861794460 |
| LCCN | 2013008698 |
| Serie | Chapman & Hall/CRC data mining and knowledge discovery series |
| Número de Cutter |
|---|
A266d |
"Clustering is a diverse topic, and the underlying algorithms depend greatly on the data domain and problem scenario. This book focuses on three primary aspects of data clustering: the core methods such as probabilistic, density-based, grid-based, and spectral clustering etc; different problem domains and scenarios such as multimedia, text, biological, categorical, network, and uncertain data as well as data streams; and different detailed insights from the clustering process because of the subjectivity of the clustering process, and the many different ways in which the same data set can be clustered"--