UID:
almafu_9959328098202883
Format:
1 online resource (xv, 444 pages) :
,
illustrations
ISBN:
9780470569962
,
0470569964
,
9780470569955
,
0470569956
,
1282548743
,
9781282548749
Series Statement:
IEEE series on computational intelligence
Content:
"There is a clear demand in advanced process industries, defense, and Internet and communication (VoIP) applications for intelligent yet adaptive/evolving systems. Evolving Intelligent Systems is the first self-contained volume that covers this newly established concept in its entirety, from a systematic methodology to case studies to industrial applications. Featuring chapters written by leading world experts, it addresses the progress, trends, and major achievements in this emerging research field, with a strong emphasis on the balance between novel theoretical results and solutions and practical real-life applications." "Evolving Intelligent Systems is the one-stop reference guide for both theoretical and practical issues for computer scientists, engineers, researchers, applied mathematicians, machine learning and data mining experts, graduate students, and professionals."--Jacket.
Note:
Frontmatter -- Learning Methods for Evolving Intelligent Systems / Ronald R. Yager -- Evolving Takagi-Sugeno Fuzzy Systems from Streaming Data (eTS+) / Plamen Angelov -- Fuzzy Models of Evolvable Granularity / Witold Pedrycz -- Evolving Fuzzy Modeling Using Participatory Learning / E. Lima, M. Hell, R. Ballini, F. Gomide -- Toward Robust Evolving Fuzzy Systems / Edwin Lughofer -- Building Interpretable Systems in Real Time / José V. Ramos, Carlos Pereira, António Dourado -- Online Feature Extraction for Evolving Intelligent Systems / S. Ozawa, S. Pang, N. Kasabov -- Stability Analysis for an Online Evolving Neuro-Fuzzy Recurrent Network / José de Jesús Rubio -- Online Identification of Self-Organizing Fuzzy Neural Networks for Modeling Time-Varying Complex Systems / G. Prasad, G. Leng, T.M. McGinnity, D. Coyle -- Data Fusion via Fission for the Analysis of Brain Death / L. Li, Y. Saito, D. Looney, T. Tanaka, J. Cao, D. Mandic -- Similarity Analysis and Knowledge Acquisition by Use of Evolving Neural Models and Fuzzy Decision / Gancho Vachkov -- An Extended Version of the Gustafson-Kessel Algorithm for Evolving Data Stream Clustering / Dimitar Filev, Olga Georgieva -- Evolving Fuzzy Classification of Nonstationary Time Series / Ye. Bodyanskiy, Ye. Gorshkov, I. Kokshenev, V. Kolodyazhniy -- Evolving Inferential Sensors in the Chemical Process Industry / Plamen Angelov, Arthur Kordon -- Recognition of Human Grasp by Fuzzy Modeling / R. Palm, B. Kadmiry, B. Iliev -- Evolutionary Architecture for Lifelong Learning and Real-Time Operation in Autonomous Robots / R.J. Duro, F. Bellas, J.A. Becerra -- Applications of Evolving Intelligent Systems to Oil and Gas Industry / José Macías-Hernández, Plamen Angelov -- Epilogue -- About the Editors -- About the Contributors -- Index.
Additional Edition:
Print version: Evolving intelligent systems. Hoboken, N.J. : John Wiley, ©2010 ISBN 9780470287194
Language:
English
Keywords:
Electronic books.
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Electronic books.
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Electronic books.
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Electronic books.
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Electronic books.
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Electronic books.
DOI:
10.1002/9780470569962
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470569962
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470569962
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470569962
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