LEADER 03590nam 22007095 450 001 9910437911903321 005 20251230065020.0 010 $a9783642323782 010 $a3642323782 024 7 $a10.1007/978-3-642-32378-2 035 $a(CKB)3390000000030219 035 $a(SSID)ssj0000745873 035 $a(PQKBManifestationID)11930865 035 $a(PQKBTitleCode)TC0000745873 035 $a(PQKBWorkID)10859558 035 $a(PQKB)10882250 035 $a(DE-He213)978-3-642-32378-2 035 $a(MiAaPQ)EBC3070792 035 $a(PPN)168321696 035 $a(EXLCZ)993390000000030219 100 $a20120823d2013 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aComputational Intelligence in Intelligent Data Analysis /$fedited by Christian Moewes, Andreas Nürnberger 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (X, 306 p.) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v445 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a9783642430855 311 08$a3642430856 311 08$a9783642323775 311 08$a3642323774 320 $aIncludes bibliographical references and author index. 327 $aPart I Fuzzy Data Analysis -- Part II Hybrid Intelligent Systems -- Part III Uncertainty in Knowledge-based Systems -- Part IV Intelligent Data Analysis -- Part V Applications -- Part VI Closing Remarks. 330 $aComplex systems and their phenomena are ubiquitous as they can be found in biology, finance, the humanities, management sciences, medicine, physics and similar fields. For many problems in these fields, there are no conventional ways to mathematically or analytically solve them completely at low cost. On the other hand, nature already solved many optimization problems efficiently. Computational intelligence attempts to mimic nature-inspired problem-solving strategies and methods. These strategies can be used to study, model and analyze complex systems such that it becomes feasible to handle them. Key areas of computational intelligence are artificial neural networks, evolutionary computation and fuzzy systems. As only a few researchers in that field, Rudolf Kruse has contributed in many important ways to the understanding, modeling and application of computational intelligence methods. On occasion of his 60th birthday, a collection of original papers of leading researchers in the field of computational intelligence has been collected in this volume. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v445 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aApplication software 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 676 $a006.3 701 $aMoewes$b Christian$01756439 701 $aNurnberger$b Andreas$01750470 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910437911903321 996 $aComputational intelligence in intelligent data analysis$94193716 997 $aUNINA