The Resource Evolving intelligent systems : methodology and applications, Plamen Angelov, Dimitar P. Filev, Nik Kasabov, (electronic resource)

Evolving intelligent systems : methodology and applications, Plamen Angelov, Dimitar P. Filev, Nik Kasabov, (electronic resource)

Label
Evolving intelligent systems : methodology and applications
Title
Evolving intelligent systems
Title remainder
methodology and applications
Statement of responsibility
Plamen Angelov, Dimitar P. Filev, Nik Kasabov
Contributor
Subject
Genre
Language
eng
Summary
"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
Member of
Cataloging source
IEEEE
Illustrations
illustrations
Index
index present
LC call number
Q342
LC item number
.E785 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1959-
http://library.link/vocab/relatedWorkOrContributorName
  • Angelov, Plamen
  • Filev, Dimitar P.
  • Kasabov, Nikola K
Series statement
IEEE series on computational intelligence
http://library.link/vocab/subjectName
  • Computational intelligence
  • Fuzzy systems
  • Neural networks (Computer science)
  • Evolutionary programming (Computer science)
  • Intelligent control systems
  • COMPUTERS
  • COMPUTERS
Label
Evolving intelligent systems : methodology and applications, Plamen Angelov, Dimitar P. Filev, Nik Kasabov, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5487867
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
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
Dimensions
unknown
Extent
1 online resource (xv, 444 p.)
Form of item
online
Isbn
9780470569955
Isbn Type
(electronic bk.)
Other control number
10.1002/9780470569962
Other physical details
ill.
Specific material designation
remote
Stock number
9780470569962
System control number
  • 3890304-01okla_normanlaw
  • (SIRSI)3890304
  • (Sirsi) o669008239
  • (OCoLC)669008239
Label
Evolving intelligent systems : methodology and applications, Plamen Angelov, Dimitar P. Filev, Nik Kasabov, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5487867
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
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
Dimensions
unknown
Extent
1 online resource (xv, 444 p.)
Form of item
online
Isbn
9780470569955
Isbn Type
(electronic bk.)
Other control number
10.1002/9780470569962
Other physical details
ill.
Specific material designation
remote
Stock number
9780470569962
System control number
  • 3890304-01okla_normanlaw
  • (SIRSI)3890304
  • (Sirsi) o669008239
  • (OCoLC)669008239

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