Modelling with Words Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lawry, Jonathan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Shanahan, Jimi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Ralescu, Anca (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2003.
• Έκδοση: 1st ed. 2003.
• Σειρά: Lecture Notes in Artificial Intelligence ; 2873
• Θέματα: Artificial intelligence.; Computers.; Mathematical logic.; Database management.; Information storage and retrieval.; Computer simulation.; Artificial Intelligence.; Computation by Abstract Devices.; Mathematical Logic and Formal Languages.; Database Management.; Information Storage and Retrieval.; Simulation and Modeling.
• Φυσική περιγραφή: XII, 506 p. online resource.
• ISBN: 9783540399063
• DOI: 10.1007/b94063

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.