Towards Advanced Data Analysis by Combining Soft Computing and Statistics is popular PDF and ePub book, written by Christian Borgelt in 2012-08-29, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Towards Advanced Data Analysis by Combining Soft Computing and Statistics can be Read Online from any device for your convenience.
Towards Advanced Data Analysis by Combining Soft Computing and Statistics Book PDF Summary
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.
Detail Book of Towards Advanced Data Analysis by Combining Soft Computing and Statistics PDF
- Author : Christian Borgelt
- Release : 29 August 2012
- Publisher : Springer
- ISBN : 9783642302787
- Genre : Technology & Engineering
- Total Page : 378 pages
- Language : English
- PDF File Size : 14,9 Mb
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