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Multilabel Classification : Problem Analysis, Metrics and Techniques / / by Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus
| Multilabel Classification : Problem Analysis, Metrics and Techniques / / by Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus |
| Autore | Herrera Francisco |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XVI, 194 p. 72 illus.) |
| Disciplina | 006.312 |
| Soggetto topico |
Data mining
Artificial intelligence Data Mining and Knowledge Discovery Artificial Intelligence |
| ISBN | 3-319-41111-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Multilabel Classification -- Case Studies and Metrics -- Transformation based Classifiers -- Adaptation based Classifiers -- Ensemble based Classifiers -- Dimensionality Reduction -- Imbalance in Multilabel Datasets -- Multilabel Software. |
| Record Nr. | UNINA-9910255019003321 |
Herrera Francisco
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multiple Instance Learning : Foundations and Algorithms / / by Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó, Sarah Vluymans
| Multiple Instance Learning : Foundations and Algorithms / / by Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó, Sarah Vluymans |
| Autore | Herrera Francisco |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XI, 233 p. 46 illus., 40 illus. in color.) |
| Disciplina | 006.3 |
| Soggetto topico |
Artificial intelligence
Optical data processing Algorithms Artificial Intelligence Image Processing and Computer Vision Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-47759-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Multiple Instance Learning -- Multi-Instance Classification -- Instance-Based Classification Methods -- Bag-Based Classification Methods -- Multi-Instance Regression -- Unsupervised Multiple Instance Learning -- Data Reduction -- Imbalance Multi-Instance Data -- Multiple Instance Multiple Label Learning. |
| Record Nr. | UNINA-9910150446303321 |
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Herrera Francisco
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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