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Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov
| Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov |
| Autore | Angelov Plamen P |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | 1 online resource (299 p.) |
| Disciplina |
006.3
006.3/1 006.31 |
| Soggetto topico |
Self-organizing systems
Machine learning |
| ISBN |
1-118-48176-3
1-299-19026-X 1-118-48190-9 1-118-48191-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. I. Fundamentals -- pt. II. Methodology of autonomous learning systems -- pt. III. Applications of ALS. |
| Record Nr. | UNINA-9910141478703321 |
Angelov Plamen P
|
||
| Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov
| Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov |
| Autore | Angelov Plamen P |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | 1 online resource (299 p.) |
| Disciplina |
006.3
006.3/1 006.31 |
| Soggetto topico |
Self-organizing systems
Machine learning |
| ISBN |
1-118-48176-3
1-299-19026-X 1-118-48190-9 1-118-48191-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. I. Fundamentals -- pt. II. Methodology of autonomous learning systems -- pt. III. Applications of ALS. |
| Record Nr. | UNINA-9910831072003321 |
|
Angelov Plamen P
|
||
| Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Autonomous learning systems : from data streams to knowledge in real-time / / Plamen Angelov
| Autonomous learning systems : from data streams to knowledge in real-time / / Plamen Angelov |
| Autore | Angelov Plamen P |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | 1 online resource (299 p.) |
| Disciplina | 006.3/1 |
| Soggetto topico |
Self-organizing systems
Machine learning |
| ISBN |
9781118481769
1118481763 9781299190269 129919026X 9781118481905 1118481909 9781118481912 1118481917 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. I. Fundamentals -- pt. II. Methodology of autonomous learning systems -- pt. III. Applications of ALS. |
| Record Nr. | UNINA-9911020369403321 |
|
Angelov Plamen P
|
||
| Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Empirical Approach to Machine Learning / / by Plamen P. Angelov, Xiaowei Gu
| Empirical Approach to Machine Learning / / by Plamen P. Angelov, Xiaowei Gu |
| Autore | Angelov Plamen P |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXIX, 423 p. 139 illus., 90 illus. in color.) |
| Disciplina |
006.3
006.31 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Pattern perception Big data Data mining Computational complexity Computational Intelligence Pattern Recognition Big Data Data Mining and Knowledge Discovery Complexity |
| ISBN | 3-030-02384-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Part I: Theoretical Background -- Brief Introduction to Statistical Machine Learning -- Brief Introduction to Computational Intelligence -- Part II: Theoretical Fundamentals of the Proposed Approach -- Empirical Approach - Introduction -- Empirical Fuzzy Sets and Systems -- Anomaly Detection - Empirical Approach -- Data Partitioning - Empirical Approach -- Autonomous Learning Multi-Model Systems -- Transparent Deep Rule-Based Classifiers -- Part III: Applications of the Proposed Approach -- Applications of Autonomous Anomaly Detection. |
| Record Nr. | UNINA-9910483117403321 |
|
Angelov Plamen P
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||