Probabilistic Conditional Independence Structures is popular PDF and ePub book, written by Milan Studeny in 2006-06-22, 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, Probabilistic Conditional Independence Structures can be Read Online from any device for your convenience.
Probabilistic Conditional Independence Structures Book PDF Summary
Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures; the author uses non-graphical methods of their description, and takes an algebraic approach. The monograph presents the methods of structural imsets and supermodular functions, and deals with independence implication and equivalence of structural imsets. Motivation, mathematical foundations and areas of application are included, and a rough overview of graphical methods is also given. In particular, the author has been careful to use suitable terminology, and presents the work so that it will be understood by both statisticians, and by researchers in artificial intelligence. The necessary elementary mathematical notions are recalled in an appendix.
Detail Book of Probabilistic Conditional Independence Structures PDF
- Author : Milan Studeny
- Release : 22 June 2006
- Publisher : Springer Science & Business Media
- ISBN : 9781846280832
- Genre : Computers
- Total Page : 292 pages
- Language : English
- PDF File Size : 7,9 Mb
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