Topics include partially ordered sets combinatorics general topology metric spaces linear spaces graph theory to motivate the reader a significant number of applications of these mathematical tools are included ranging from association rules clustering algorithms classification data constraints logical data analysis etc. Mathematical tools for data mining set theory partial orders combinatorics advanced information and knowledge processing by dan simovici 2014 03 27 dan simovicichabane djeraba books amazonca. Mathematical tools for data mining set theory partial orders combinatorics advanced information and knowledge processing by dan simovici 2014 03 27 books amazonca. At 800 pages mathematical tools for data mining set theory partial orders combinatorics is more than just the data mining reference book it is highly readable textbook that successfully connects classic theoretical mathematics to an enormously popular current application in modern society. The maturing of the field of data mining has brought about an increased level of mathematical sophistication such disciplines like topology combinatorics partially ordered sets and their associated algebraic structures lattices and boolean algebras and metric spaces are increasingly applied in data mining research