Rough Sets Fuzzy Sets and Knowledge Discovery is popular PDF and ePub book, written by Wojciech P. Ziarko in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Rough Sets Fuzzy Sets and Knowledge Discovery can be Read Online from any device for your convenience.
Rough Sets Fuzzy Sets and Knowledge Discovery Book PDF Summary
The objective of this book is two-fold. Firstly, it is aimed at bringing to gether key research articles concerned with methodologies for knowledge discovery in databases and their applications. Secondly, it also contains articles discussing fundamentals of rough sets and their relationship to fuzzy sets, machine learning, management of uncertainty and systems of logic for formal reasoning about knowledge. Applications of rough sets in different areas such as medicine, logic design, image processing and expert systems are also represented. The articles included in the book are based on selected papers presented at the International Workshop on Rough Sets and Knowledge Discovery held in Banff, Canada in 1993. The primary methodological approach emphasized in the book is the mathematical theory of rough sets, a relatively new branch of mathematics concerned with the modeling and analysis of classification problems with imprecise, uncertain, or incomplete information. The methods of the theory of rough sets have applications in many sub-areas of artificial intelligence including knowledge discovery, machine learning, formal reasoning in the presence of uncertainty, knowledge acquisition, and others. This spectrum of applications is reflected in this book where articles, although centered around knowledge discovery problems, touch a number of related issues. The book is intended to provide an important reference material for students, researchers, and developers working in the areas of knowledge discovery, machine learning, reasoning with uncertainty, adaptive expert systems, and pattern classification.
Detail Book of Rough Sets Fuzzy Sets and Knowledge Discovery PDF
- Author : Wojciech P. Ziarko
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781447132387
- Genre : Computers
- Total Page : 486 pages
- Language : English
- PDF File Size : 10,6 Mb
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