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Modelling with Words
Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework
PDF
Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9783540399063
Veröffentl:
2003
Einband:
PDF
Seiten:
506
Autor:
Jonathan Lawry
Serie:
Lecture Notes in Computer Science
eBook Typ:
PDF
eBook Format:
PDF
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:
Modelling with Words is an emerging modelling methodology closely related to the paradigm of Computing with Words introduced by Lotfi Zadeh.This book is an authoritative collection of key contributions to the new concept of Modelling with Words. A wide range of issues in systems modelling and analysis is presented, extending from conceptual graphs and fuzzy quantifiers to humanist computing and self-organizing maps. Among the core issues investigated are- balancing predictive accuracy and high level transparency in learning- scaling linguistic algorithms to high-dimensional data problems- integrating linguistic expert knowledge with knowledge derived from data- identifying sound and useful inference rules- integrating fuzzy and probabilistic uncertainty in data modelling
Modelling with Words is an emerging modelling methodology closely related to the paradigm of Computing with Words introduced by Lotfi Zadeh.This book is an authoritative collection of key contributions to the new concept of Modelling with Words. A wide range of issues in systems modelling and analysis is presented, extending from conceptual graphs and fuzzy quantifiers to humanist computing and self-organizing maps. Among the core issues investigated are- balancing predictive accuracy and high level transparency in learning- scaling linguistic algorithms to high-dimensional data problems- integrating linguistic expert knowledge with knowledge derived from data- identifying sound and useful inference rules- integrating fuzzy and probabilistic uncertainty in data modelling