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Towards Advanced Data Analysis by Combining Soft Computing and Statistics
Paperback
Series: Studies in Fuzziness and Soft Computing, Book 285
ApplicationsDatabasesGeneral Computers
ISBN13: 9783642443749
Publisher: Springer
Published: Sep 20 2014
Pages: 378
Weight: 1.20
Height: 0.80 Width: 6.14 Depth: 9.21
Language: English
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.
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.
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