Towards Advanced Data Analysis by Combining Soft Computing and Statistics
Soft computing, as an engineering science, and statistics, as a classical branch of mathematics, emphasize different aspects of data analysis.Soft computing focuses on obtaining working solutions quickly, accepting approximations and unconventional approaches. Its strength lies in its flexibility to create models that suit the needs arising in applications. In addition, it emphasizes the need for intuitive and interpretable models, which are tolerant to imprecision and uncertainty.Statistics is more rigorous and focuses on establishing objective conclusions based on experimental data by analyzing the possible situations and their (relative) l…
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Produktdetails
Weitere Autoren: Gil, María Ángeles (Hrsg.) / Costa Sousa, Joao M. da (Hrsg.) / Verleysen, Michel (Hrsg.)
- ISBN: 978-3-642-30277-0
- EAN: 9783642302770
- Produktnummer: 12974785
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2012
- Seitenangabe: 378 S.
- Masse: H24.1 cm x B16.0 cm x D2.5 cm 746 g
- Abbildungen: Book
- Reihenbandnummer: 285
- Gewicht: 746
9 weitere Werke von Christian (Hrsg.) Borgelt:
Towards Advanced Data Analysis by Combining Soft Computing and Statistics
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