Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov
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| Autore: |
Angelov Plamen P
|
| Titolo: |
Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov
|
| Pubblicazione: | Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013 |
| Edizione: | 1st edition |
| Descrizione fisica: | 1 online resource (299 p.) |
| Disciplina: | 006.3 |
| 006.3/1 | |
| 006.31 | |
| Soggetto topico: | Self-organizing systems |
| Machine learning | |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | pt. I. Fundamentals -- pt. II. Methodology of autonomous learning systems -- pt. III. Applications of ALS. |
| Sommario/riassunto: | Autonomous Learning Systems is the result of over a decade of focused research and studies in this emerging area which spans a number of well-known and well-established disciplines that include machine learning, system identification, data mining, fuzzy logic, neural networks, neuro-fuzzy systems, control theory and pattern recognition. The evolution of these systems has been both industry-driven with an increasing demand from sectors such as defence and security, aerospace and advanced process industries, bio-medicine and intelligent transportation, as well as research-driven - ther |
| Titolo autorizzato: | Autonomous learning systems |
| 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: | Inglese |
| Record Nr.: | 9910831072003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |