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Item Details
| Title:
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AUTONOMOUS LEARNING SYSTEMS
FROM DATA STREAMS TO KNOWLEDGE IN REAL-TIME |
| By: |
Plamen Angelov |
| Format: |
Other digital |
| List price:
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£105.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1118481763 |
| ISBN 13: |
9781118481769 |
| Publisher: |
JOHN WILEY & SONS INC |
| Pub. date: |
6 November, 2012 |
| Pages: |
304 |
| Description: |
The result of over a decade of focused research and studies in this emerging area, Autonomous Learning Systems addresses the techniques and challenges of autonomous learning systems and illustrates the practical relevance of the approach with a wide range of applications. |
| Synopsis: |
Addresses the techniques and challenges of autonomous learning systems and illustrates the practical relevance of the approach with a wide range of applications 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 and fuzzy systems, 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, and research-driven - there is a strong trend of innovation of all of the above well-established research disciplines that is linked to their on-line and real-time application; their adaptability and flexibility.Providing an introduction to the key technologies, detailed technical explanations of the methodology, and an illustration of the practical relevance of the approach with a wide range of applications, this book addresses the challenges of autonomous learning systems with a systematic approach that lays the foundations for a fast growing area of research that will underpin a range of technological applications vital to both industry and society. Including a wide range of applications, illustrations and software code (MatLAB(r)) that can be used for further research it constitutes a valuable 'one-stop-shop' for academics, researchers, practicing engineers, computer specialists and defence and industry experts. |
| Publication: |
US |
| Imprint: |
John Wiley & Sons Inc |
| Returns: |
Non-returnable |
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