Computational intelligence in intelligent data analysis

Complex systems and their phenomena are ubiquitous as they can befound in biology, finance, the humanities, management sciences,medicine, physics and similar fields.For many problems in these fields, there are no conventional ways tomathematically or analytically solve them completely at low cost. O...

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Tác giả khác: Moewes, Christian, 19..- (Giám đốc xuất bản), Nürnberger, Andreas (Giám đốc xuất bản)
Định dạng: Livre numérique
Ngôn ngữ:Anglais
Được phát hành: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Phiên bản:1st ed. 2013.
Loạt:Studies in Computational Intelligence 445
Truy cập trực tuyến:Accès sur la plateforme de l'éditeur
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Accès Université d'Orléans
Accès INSA CVL
Chú thích: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Computational Intelligence in Intelligent Data Analysis, Texte imprimé, 9783642323775
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505 1 |a Part 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 
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520 |a Complex systems and their phenomena are ubiquitous as they can befound in biology, finance, the humanities, management sciences,medicine, physics and similar fields.For many problems in these fields, there are no conventional ways tomathematically or analytically solve them completely at low cost. Onthe other hand, nature already solved many optimization problemsefficiently. Computational intelligence attempts to mimicnature-inspired problem-solving strategies and methods.These strategies can be used to study, model and analyze complexsystems such that it becomes feasible to handle them. Key areas ofcomputational intelligence are artificial neural networks,evolutionary computation and fuzzy systems.As only a few researchers in that field, Rudolf Kruse has contributedin many important ways to the understanding, modeling and applicationof computational intelligence methods. On occasion of his 60thbirthday, a collection of original papers of leading researchers inthe field of computational intelligence has been collected in thisvolume 
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