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Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Hardcover, 2013 ed.) Loot Price: R4,406
Discovery Miles 44 060
Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Hardcover, 2013 ed.): Christian Borgelt, Maria...

Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Hardcover, 2013 ed.)

Christian Borgelt, Maria Angeles Gil, Joao M. C. Sousa, Michel Verleysen

Series: Studies in Fuzziness and Soft Computing, 285

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Loot Price R4,406 Discovery Miles 44 060 | Repayment Terms: R413 pm x 12*

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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.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Studies in Fuzziness and Soft Computing, 285
Release date: August 2012
First published: 2013
Editors: Christian Borgelt • Maria Angeles Gil • Joao M. C. Sousa • Michel Verleysen
Dimensions: 235 x 155 x 22mm (L x W x T)
Format: Hardcover
Pages: 378
Edition: 2013 ed.
ISBN-13: 978-3-642-30277-0
Categories: Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Applications of computing > Computer modelling & simulation
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Computing & IT > Computer software packages > Computer graphics software > General
Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 3-642-30277-7
Barcode: 9783642302770

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