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Modelling with Words: Learning, Fusion, and Reasoning Within a Formal Linguistic Representation Framework
Paperback
LinguisticsGeneral ComputersSystem Administration
ISBN13: 9783540204879
Publisher: Springer
Published: Nov 10 2003
Pages: 506
Weight: 0.78
Height: 0.52 Width: 6.14 Depth: 9.21
Language: English
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
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