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An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNINA-9910483712703321 |
Giordani Paolo (Writer on statistics.
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNISA-996418271203316 |
|
Giordani Paolo (Writer on statistics.
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||