"Modelling with Words: Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework"
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Jonathan Lawry, Jimi Shanahan, Anca Ralescu. "Modelling with Words: Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework"
Springer | 2004 | ISBN: 9783540204879 | 229 pages | PDF | 5 Mb
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.
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
- 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
And more:
Fuzzy Logic with Engineering Applications 2004 FLEA2004 RS Download FLEA2004 ES Mirror
Uncertainty and Information 2005 UI2005 RS Download UI2005 ES Mirror
Uncertainty Modeling and Analysis in Engineering and the Sciences 2006 UM2006 RS Download UM2006 ES Mirror
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