1.

Record Nr.

UNINA9910831072003321

Autore

Angelov Plamen P

Titolo

Autonomous learning systems [[electronic resource] ] : from data streams to knowledge in real-time / / Plamen Angelov

Pubbl/distr/stampa

Chichester, West Sussex, United Kingdom, : John Wiley & Sons Inc., 2013

ISBN

1-118-48176-3

1-299-19026-X

1-118-48190-9

1-118-48191-7

Edizione

[1st edition]

Descrizione fisica

1 online resource (299 p.)

Disciplina

006.3

006.3/1

006.31

Soggetti

Self-organizing systems

Machine learning

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

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