Mathematical Tools for Data Mining Set Theory, Partial Orders, Combinatorics /

• Main Authors: Simovici, Dan A. (Author), Djeraba, Chabane (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2014.
• Edition: 2nd ed. 2014.
• Series: Advanced Information and Knowledge Processing,
• Subjects: Computer science.; Computer science > Mathematics.; Data mining.; Computer mathematics.; Computer Science.; Data Mining and Knowledge Discovery.; Mathematics of Computing.; Discrete Mathematics in Computer Science.; Computational Mathematics and Numerical Analysis.

Data mining essentially relies on several mathematical disciplines, many of which are presented in this second edition of this book.  Topics include partially ordered sets, combinatorics,  general topology, metric spaces, linear spaces, graph theory.  To motivate the reader a significant number of a...