Data Mining and Knowledge Discovery Via Logic-Based Methods: Theory, Algorithms, and Applications
List Price: $179.00
Publisher: Springer-Verlag New York Inc.
Binding: Trade Paper
Size: 9.06" wide x 61.02" long x 92.52" tall
There are many approaches to data mining and knowledge discovery (DM&KD), including neural networks, closest neighbor methods, and various statistical methods. This monograph, however, focuses on the development and use of a novel approach, based on mathematical logic, that the author and his research associates have worked on over the last 20 years. The methods presented in the book deal with key DM&KD issues in an intuitive manner and in a natural sequence. Compared to other DM&KD methods, those based on mathematical logic offer a direct and often intuitive approach for extracting easily interpretable patterns from databases. The book discusses the theoretical foundations of the methods More...
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