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
Provider
Publisher
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
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
  • 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)
Instantiates
Publication
Note
Made available via IEEE Xplore Digital Library
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
Lccn
2009025980
Other control number
10.1002/9780470569962
Other physical details
ill.
Specific material designation
remote
Stock number
9780470569962
System control number
  • (OCoLC)669008239
  • (OCoLC)ocn669008239
Label
Evolving intelligent systems : methodology and applications, Plamen Angelov, Dimitar P. Filev, Nik Kasabov, (electronic resource)
Publication
Note
Made available via IEEE Xplore Digital Library
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
Lccn
2009025980
Other control number
10.1002/9780470569962
Other physical details
ill.
Specific material designation
remote
Stock number
9780470569962
System control number
  • (OCoLC)669008239
  • (OCoLC)ocn669008239

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