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Data clustering in C++ : an object-oriented approach / / Guojun Gan
| Data clustering in C++ : an object-oriented approach / / Guojun Gan |
| Autore | Gan Guojun <1979, > |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 |
| Descrizione fisica | 1 online resource (512 p.) |
| Disciplina | 519.5/3 |
| Collana | Chapman & Hall/CRC data mining and knowledge discovery series |
| Soggetto topico |
Cluster analysis - Data processing
C++ (Computer program language) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-429-10978-4
1-4398-6224-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; I. Data Clustering and C++ Preliminaries; 1. Introduction to Data Clustering; 2. The Unified Modeling Language; 3. Object-Oriented Programming and C++; 4. DesignPatterns; 5. C++ Libraries and Tools; II. A C++ Data Clustering Framework; 6. The Clustering Library; 7. Datasets; 8. Clusters; 9. Dissimilarity Measures; 10. Clustering Algorithms; 11. Utility Classes; III. Data Clustering Algorithms; 12. Agglomerative Hierarchical Algorithms; 13. DIANA; 14. The k-means Algorithm; 15. The c-means Algorithm
16. The k-prototypes Algorithm17. The Genetic k-modes Algorithm; 18. The FSC Algorithm; 19. The Gaussian Mixture Algorithm; 20. A Parallel k-means Algorithm; A. Exercises and Projects; B. Listings; C. Software; Bibliography |
| Record Nr. | UNINA-9910457785103321 |
Gan Guojun <1979, >
|
||
| Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data clustering in C++ : an object-oriented approach / / Guojun Gan
| Data clustering in C++ : an object-oriented approach / / Guojun Gan |
| Autore | Gan Guojun <1979, > |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 |
| Descrizione fisica | 1 online resource (512 p.) |
| Disciplina | 519.5/3 |
| Collana | Chapman & Hall/CRC data mining and knowledge discovery series |
| Soggetto topico |
Cluster analysis - Data processing
C++ (Computer program language) |
| ISBN |
0-429-10978-4
1-4398-6224-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; I. Data Clustering and C++ Preliminaries; 1. Introduction to Data Clustering; 2. The Unified Modeling Language; 3. Object-Oriented Programming and C++; 4. DesignPatterns; 5. C++ Libraries and Tools; II. A C++ Data Clustering Framework; 6. The Clustering Library; 7. Datasets; 8. Clusters; 9. Dissimilarity Measures; 10. Clustering Algorithms; 11. Utility Classes; III. Data Clustering Algorithms; 12. Agglomerative Hierarchical Algorithms; 13. DIANA; 14. The k-means Algorithm; 15. The c-means Algorithm
16. The k-prototypes Algorithm17. The Genetic k-modes Algorithm; 18. The FSC Algorithm; 19. The Gaussian Mixture Algorithm; 20. A Parallel k-means Algorithm; A. Exercises and Projects; B. Listings; C. Software; Bibliography |
| Record Nr. | UNINA-9910781577303321 |
|
Gan Guojun <1979, >
|
||
| Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data clustering in C++ : an object-oriented approach / / Guojun Gan
| Data clustering in C++ : an object-oriented approach / / Guojun Gan |
| Autore | Gan Guojun <1979, > |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 |
| Descrizione fisica | 1 online resource (512 p.) |
| Disciplina | 519.5/3 |
| Collana | Chapman & Hall/CRC data mining and knowledge discovery series |
| Soggetto topico |
Cluster analysis - Data processing
C++ (Computer program language) |
| ISBN |
0-429-10978-4
1-4398-6224-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; I. Data Clustering and C++ Preliminaries; 1. Introduction to Data Clustering; 2. The Unified Modeling Language; 3. Object-Oriented Programming and C++; 4. DesignPatterns; 5. C++ Libraries and Tools; II. A C++ Data Clustering Framework; 6. The Clustering Library; 7. Datasets; 8. Clusters; 9. Dissimilarity Measures; 10. Clustering Algorithms; 11. Utility Classes; III. Data Clustering Algorithms; 12. Agglomerative Hierarchical Algorithms; 13. DIANA; 14. The k-means Algorithm; 15. The c-means Algorithm
16. The k-prototypes Algorithm17. The Genetic k-modes Algorithm; 18. The FSC Algorithm; 19. The Gaussian Mixture Algorithm; 20. A Parallel k-means Algorithm; A. Exercises and Projects; B. Listings; C. Software; Bibliography |
| Record Nr. | UNINA-9910800092703321 |
|
Gan Guojun <1979, >
|
||
| Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data clustering in C++ : an object-oriented approach / / Guojun Gan
| Data clustering in C++ : an object-oriented approach / / Guojun Gan |
| Autore | Gan Guojun <1979, > |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 |
| Descrizione fisica | 1 online resource (512 p.) |
| Disciplina | 519.5/3 |
| Collana | Chapman & Hall/CRC data mining and knowledge discovery series |
| Soggetto topico |
Cluster analysis - Data processing
C++ (Computer program language) |
| ISBN |
0-429-10978-4
1-4398-6224-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; I. Data Clustering and C++ Preliminaries; 1. Introduction to Data Clustering; 2. The Unified Modeling Language; 3. Object-Oriented Programming and C++; 4. DesignPatterns; 5. C++ Libraries and Tools; II. A C++ Data Clustering Framework; 6. The Clustering Library; 7. Datasets; 8. Clusters; 9. Dissimilarity Measures; 10. Clustering Algorithms; 11. Utility Classes; III. Data Clustering Algorithms; 12. Agglomerative Hierarchical Algorithms; 13. DIANA; 14. The k-means Algorithm; 15. The c-means Algorithm
16. The k-prototypes Algorithm17. The Genetic k-modes Algorithm; 18. The FSC Algorithm; 19. The Gaussian Mixture Algorithm; 20. A Parallel k-means Algorithm; A. Exercises and Projects; B. Listings; C. Software; Bibliography |
| Record Nr. | UNINA-9910817159803321 |
|
Gan Guojun <1979, >
|
||
| Boca Raton, Fla. : , : Chapman and Hall/CRC, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||