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020 _a9783642323782
_9978-3-642-32378-2
024 7 _a10.1007/978-3-642-32378-2
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aComputational Intelligence in Intelligent Data Analysis
_h[electronic resource] /
_cedited by Christian Moewes, Andreas Nürnberger.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aX, 306 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v445
505 0 _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.
520 _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.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aInformation Systems Applications (incl. Internet).
700 1 _aMoewes, Christian.
_eeditor.
700 1 _aNürnberger, Andreas.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642323775
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v445
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-32378-2
912 _aZDB-2-ENG
942 _2Dewey Decimal Classification
_ceBooks
999 _c46168
_d46168