Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Studies in Fuzziness and Soft Computing) (by Christian Borgelt, María Ángeles Gil, João M.C. Sousa, Michel Verleysen)


Author(s): Christian Borgelt, María Ángeles Gil, João M.C. Sousa, Michel Verleysen

Publisher: Springer
Publish date: 2012-08-29
ISBN-10: 3642302777
ISBN-13: 9783642302770
Language: English
Description: 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)… more…

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