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- catalog abstract "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".
- catalog contributor b13104277.
- catalog contributor b13104278.
- catalog contributor b13104279.
- catalog created "2003.".
- catalog date "2003".
- catalog date "2003.".
- catalog dateCopyrighted "2003.".
- catalog description "Includes bibliographical references and index.".
- catalog description "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".
- catalog description "Random set-based approaches for modelling fuzzy operators / Felix Díaz-Hermida [and others] -- A general framework for induction of decision trees under uncertainty / Enric Hernández and Jordi Recasens -- Combining rule weight learning and rule selection to obtain simpler and more accurate linguistic fuzzy models / Rafael Alcalá, Oscar Cordón, and Francisco Herrera -- Semantics-preserving dimensionality reduction in intelligent modelling / Qiang Shen -- Conceptual graphs for modelling and computing with generally quantified statements / Tru H. Cao -- Improvement of the interpretability of fuzzy rule based systems : quantifiers, similarities and aggregators / Anne Laurent, Christophe Marsala, and Bernadette Bouchon-Meunier -- Humanist computing : modelling with words, concepts, and behaviours / Jonathan Rossiter -- A hybrid framework using SOM and fuzzy theory for textual classification in data mining / Yi-Ping Phoebe Chen -- Combining collaborative and content-based filtering using conceptual graphs / Patrick Paulson and Aimilia Tzanavari -- Random sets and appropriateness degrees for modelling with labels / Jonathan Lawry -- Interpretability issues in fuzzy genetics-based machine learning for linguistic modelling / Hisao Ishibuchi and Takashi Yamamoto.".
- catalog extent "xi, 228 p. :".
- catalog identifier "3540204873 (alk. paper)".
- catalog isPartOf "Lecture notes in computer science ; 2873.".
- catalog isPartOf "Lecture notes in computer science, 0302-9743 ; 2873. Lecture notes in artificial intelligence".
- catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
- catalog issued "2003".
- catalog issued "2003.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer,".
- catalog subject "410/.285 22".
- catalog subject "Artificial intelligence.".
- catalog subject "Computational linguistics.".
- catalog subject "Computer science.".
- catalog subject "Computer simulation.".
- catalog subject "Database management.".
- catalog subject "Information storage and retrieval systems.".
- catalog subject "Lexicology Data processing.".
- catalog subject "Linguistic models Data processing.".
- catalog subject "Logic, Symbolic and mathematical.".
- catalog subject "P98 .M63 2003".
- catalog tableOfContents "Random set-based approaches for modelling fuzzy operators / Felix Díaz-Hermida [and others] -- A general framework for induction of decision trees under uncertainty / Enric Hernández and Jordi Recasens -- Combining rule weight learning and rule selection to obtain simpler and more accurate linguistic fuzzy models / Rafael Alcalá, Oscar Cordón, and Francisco Herrera -- Semantics-preserving dimensionality reduction in intelligent modelling / Qiang Shen -- Conceptual graphs for modelling and computing with generally quantified statements / Tru H. Cao -- Improvement of the interpretability of fuzzy rule based systems : quantifiers, similarities and aggregators / Anne Laurent, Christophe Marsala, and Bernadette Bouchon-Meunier -- Humanist computing : modelling with words, concepts, and behaviours / Jonathan Rossiter -- A hybrid framework using SOM and fuzzy theory for textual classification in data mining / Yi-Ping Phoebe Chen -- Combining collaborative and content-based filtering using conceptual graphs / Patrick Paulson and Aimilia Tzanavari -- Random sets and appropriateness degrees for modelling with labels / Jonathan Lawry -- Interpretability issues in fuzzy genetics-based machine learning for linguistic modelling / Hisao Ishibuchi and Takashi Yamamoto.".
- catalog title "Modelling with words : learning, fusion, and reasoning within a formal linguistic representation framework / Jonathan Lawry, Jimi Shanahan, Anca Ralescu (eds.).".
- catalog type "text".