LEADER 03130nam 22005295 450 001 9910484105403321 005 20200811133132.0 010 $a3-030-51949-X 024 7 $a10.1007/978-3-030-51949-0 035 $a(CKB)4100000011384189 035 $a(MiAaPQ)EBC6297586 035 $a(DE-He213)978-3-030-51949-0 035 $a(PPN)25735946X 035 $a(EXLCZ)994100000011384189 100 $a20200811d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications /$fby József Dombi, Tamás Jónás 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (201 pages) 225 1 $aStudies in Computational Intelligence,$x1860-949X ;$v814 311 $a3-030-51948-1 327 $aBelief, probability and plausibility -- ?-additive and ?-additive measures -- The pliant probability distribution family -- A fuzzy arithmetic-based time series model -- Likert scale-based evaluations with ?exible fuzzy numbers -- Bibliography. 330 $aThis book focuses on the advanced soft computational and probabilistic methods that the authors have published over the past few years. It describes theoretical results and applications, and discusses how various uncertainty measures ? probability, plausibility and belief measures ? can be treated in a uni?ed way. It also examines approximations of four notable probability distributions (Weibull, exponential, logistic and normal) using a uni?ed probability distribution function, and presents a fuzzy arithmetic-based time series model that provides an easy-to-use forecasting technique. Lastly, it proposes flexible fuzzy numbers for Likert scale-based evaluations. Featuring methods that can be successfully applied in a variety of areas, including engineering, economics, biology and the medical sciences, the book offers useful guidelines for practitioners and researchers. 410 0$aStudies in Computational Intelligence,$x1860-949X ;$v814 606 $aEngineering?Data processing 606 $aComputational intelligence 606 $aData Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11040 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 615 0$aEngineering?Data processing. 615 0$aComputational intelligence. 615 14$aData Engineering. 615 24$aComputational Intelligence. 676 $a519.2 700 $aDombi$b József$4aut$4http://id.loc.gov/vocabulary/relators/aut$01069231 702 $aJónás$b Tamás$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484105403321 996 $aAdvances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications$92848889 997 $aUNINA