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Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Studies in Fuzziness and Soft Computing #285)

Paperback · 378 pages Springer Berlin Heidelberg · 2014

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Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Studies in Fuzziness and Soft Computing #285)

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.

The book, Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Studies in Fuzziness and Soft Computing #285) [Bulk, Wholesale, Quantity] ISBN#9783642443749 in Paperback by may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer Berlin Heidelberg
Format
Paperback
Published
Sep 20, 2014
ISBN-13
9783642443749
Pages
378
Printing
Printed on demand
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Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Studies in Fuzziness and Soft Computing #285) in bulk: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

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