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Towards Advanced Data Analysis by Combining Soft Computing and Statistics -

englanti
2012-08-29
190,56 € 254,08 €

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Toimitus 17-23 arkipäivässä

30 päivän palautusoikeus

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 ... Täydellinen kuvaus

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Kuvaus

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) likelihood. It emphasizes the need for mathematical methods and tools to assess solutions and guarantee performance. Combining the two fields enhances the robustness and generalizability of data analysis methods, while preserving the flexibility to solve real-world problems efficiently and intuitively.

Lisätietoja

Julkaisija Springer Berlin Heidelberg
Series Studies in Fuzziness and Soft Computing
Julkaisuvuosi 2012
Kannen tyyppi Kovakantinen
EAN 9783642302770
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Arvostelet: Towards Advanced Data Analysis by Combining Soft Computing and Statistics
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190,56 € 254,08 €