| Titre : | Data analysis |
| Auteurs : | Gérard Govaert, Éditeur scientifique |
| Type de document : | texte imprimé |
| Editeur : | London : ISTE éditions, 2009 |
| Autre Editeur : | New York : John Wiley and Sons |
| Collection : | Digital signal and image processing series |
| ISBN/ISSN/EAN : | 978-1-84821-098-1 |
| Format : | XIV, 327 p. / ill. / 24 cm |
| Note générale : | Bibliogr. en fin de chapitres. - Index |
| Langues : | Anglais |
| Index. décimale : | 519.2 (Probabilités. Statistique mathématique) |
| Tags : | Mathematical statistics Data mining Statistiques mathématiques Exploration de données Statistique mathématique Analyse des données |
| Résumé : | The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis. |
| Note de contenu : |
Summary :
1. Principal Component Analysis: Application to Statistical Process Control 2. Correspondence Analysis: Extensions and Applications to the Statistical Analysis of Sensory Data 3. Exploratory Projection Pursuit 4. The Analysis of Proximity Data 5. Statistical Modeling of Functional Data 6. Discriminant Analysis 7. Cluster Analysis 8. Clustering and the Mixture Model 9. Spatial Data Clustering |
Exemplaires (1)
| Cote | Support | Localisation | Section | Disponibilité | Etat_Exemplaire |
|---|---|---|---|---|---|
| 519.2 DAT | Papier | Bibliothèque Centrale | Mathématiques | Disponible | Consultation sur place |
