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Modelling with Words

Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework
Langbeschreibung
Modelling with Words is an emerging modelling methodology closely related to the paradigm of Computing with Words introduced by Lotfi Zadeh.
Inhaltsverzeichnis
Random Set-Based Approaches for Modelling Fuzzy Operators.- A General Framework for Induction of Decision Trees under Uncertainty.- Combining Rule Weight Learning and Rule Selection to Obtain Simpler and More Accurate Linguistic Fuzzy Models.- Semantics-Preserving Dimensionality Reduction in Intelligent Modelling.- Conceptual Graphs for Modelling and Computing with Generally Quantified Statements.- Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and Aggregators.- Humanist Computing: Modelling with Words, Concepts, and Behaviours.- A Hybrid Framework Using SOM and Fuzzy Theory for Textual Classification in Data Mining.- Combining Collaborative and Content-Based Filtering Using Conceptual Graphs.- Random Sets and Appropriateness Degrees for Modelling with Labels.- Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling.
ISBN-13:
9783540399063
Veröffentl:
2003
Seiten:
506
Autor:
Jonathan Lawry
Serie:
2873, Lecture Notes in Artificial Intelligence Lecture Notes in Computer Science
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch

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