LEADER 01042nam a2200229 i 4500 001 991004292337707536 005 20231102103625.0 008 231102s1989 it e 001 0 ita c 020 $a9788823800113 040 $aBibl. Dip.le Aggr. Scienze Economia - Sez. Settore Economico 082 04$a658.85 100 1 $aCristini, Guido$0115702 245 00$aDalla discriminazione alla differenziazione delle condizioni di vendita /$cGuido Cristini, Daniele Fornari, Giampiero Lugli 260 $aMilano :$bEGEA,$cc1989 300 $aXV, 127 p. ;$c24 cm 490 1 $aCESCOM / Centro di studi sul commercio dell'Università Bocconi. Osservatorio sui rapporti industria-distribuzione ;$v1 650 7$aVendite$xOrganizzazione 700 1 $aFornari, Daniele$eauthor$4http://id.loc.gov/vocabulary/relators/aut$0107580 700 1 $aLugli, Giampiero$eauthor$4http://id.loc.gov/vocabulary/relators/aut$0361408 912 $a991004292337707536 996 $aDalla discriminazione alla differenziazione delle condizioni di vendita$9886176 997 $aUNISALENTO LEADER 03815nam 22005895 450 001 9910831020703321 005 20240307051725.0 010 $a3-031-35378-1 024 7 $a10.1007/978-3-031-35378-9 035 $a(MiAaPQ)EBC31102274 035 $a(Au-PeEL)EBL31102274 035 $a(DE-He213)978-3-031-35378-9 035 $a(CKB)30181518800041 035 $a(EXLCZ)9930181518800041 100 $a20240201d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable Uncertain Rule-Based Fuzzy Systems /$fby Jerry M. Mendel 205 $a3rd ed. 2024. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2024. 215 $a1 online resource (598 pages) 311 08$aPrint version: Mendel, Jerry M. Explainable Uncertain Rule-Based Fuzzy Systems Cham : Springer International Publishing AG,c2024 9783031353772 327 $aIntroduction -- Part 1: Type-1 Fuzzy Sets and Systems -- Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic -- Type-1 Fuzzy Logic Systems -- Part 2: Type-2 Fuzzy Sets -- Sources of Uncertainty -- Type-2 Fuzzy Sets -- Operations on and Properties OF Type-2 Fuzzy Sets -- Type-2 Relations and Compositions -- Centroid of a Type-2 Fuzzy Set: Type-Reduction -- Part 3: Type-2 Fuzzy Logic Systems -- Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS) -- TSK Interval Type-2 Fuzzy Logic Systems -- General Type-2 Fuzzy Logic Systems (GT2 FLSS) -- Conclusion. 330 $aThe third edition of this textbook presents a further updated approach to fuzzy sets and systems that can model uncertainty ? i.e., ?type-2? fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications, from time-series forecasting to knowledge mining to classification to control and to explainable AI (XAI). This latest edition again begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty, leading to type-2 fuzzy sets and systems. New material is included about how to obtain fuzzy set word models that are needed for XAI, similarity of fuzzy sets, a quantitative methodology that lets one explain in a simple way why the different kinds of fuzzy systems have the potential for performance improvements over each other, and new parameterizations of membership functions that have the potential for achieving even greater performance for all kinds of fuzzy systems. For hands-on experience, the book provides information on accessing MATLAB, Java, and Python software to complement the content. The book features a full suite of classroom material. 606 $aComputational intelligence 606 $aTelecommunication 606 $aArtificial intelligence 606 $aNeural networks (Computer science) 606 $aComputational Intelligence 606 $aCommunications Engineering, Networks 606 $aArtificial Intelligence 606 $aMathematical Models of Cognitive Processes and Neural Networks 615 0$aComputational intelligence. 615 0$aTelecommunication. 615 0$aArtificial intelligence. 615 0$aNeural networks (Computer science) 615 14$aComputational Intelligence. 615 24$aCommunications Engineering, Networks. 615 24$aArtificial Intelligence. 615 24$aMathematical Models of Cognitive Processes and Neural Networks. 676 $a511.313 700 $aMendel$b Jerry M$014372 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910831020703321 996 $aExplainable Uncertain Rule-Based Fuzzy Systems$94000461 997 $aUNINA