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Set Theory, Partial Orders, Combinatorics
Data mining essentially relies on several mathematical disciplines, many of which are presented in this second edition of this book. Topics include pa...
This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and mach...
This volume was born from the experience of the authors as researchers and educators,whichsuggeststhatmanystudentsofdataminingarehandicapped in their ...
Sets, Relations, and Induction
Mathematical Foundations of Computer Science, Volume I is the first of two volumes presenting topics from mathematics (mostly discrete mathematics) wh...
Logic is a foundational mathematical discipline for Computer Science. This unique compendium provides the main ideas and techniques originating from l...
This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical ana...
Formal languages provide the theoretical underpinnings for the study of programming languages as well as the foundations for compiler design. They are...
This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary...
Formal language theory is a theoretical discipline in computer science that plays a foundational role in areas such as compilers design, programming l...
Relational Database Systems provides a timely introduction to the type of systems that are the current mainstay of the database management field. This...
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"This unique compendium provides the main ideas and techniques originating from logic. It is divided into two volumes -- propositional logic and predi...