Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing)
 |
|
Содержание:
Приключения Тома Сойера, Приключения Гекльберри Финна, Зверобой, Последний из могикан, Всадник без головы, Жизнь у индейцев, Оцеола - вождь семинолов
Описание:
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. This book presents these mathematical foundations of data mining integrated with applications to provide the reader with a comprehensive reference. Mathematics is presented in a thorough and rigorous manner offering a detailed explanation of each topic, with applications to data mining such as frequent item sets, clustering, decision trees also being discussed. More than 400 exercises are included and they form an integral part of the material. Some of the exercises are in reality supplemental material and their solutions are included. The reader is assumed to have a knowledge of elementary analysis. Features and topics: • Study of functions and relations •...Похожие книги
 | Chinese Design (Dover Pictura) (+ CD-ROM) Автор: Dover Год: 2006 |
 | Cartoon Modern: Style and Design in 1950s Animation Автор: Amid Amidi Год: 2006 |
 | Elements of Mathematics for Economics and Finance Автор: Vassilis C. Mavron Год: 2007 |
| Introduction to the Mathematics of Medical Imaging Автор: Charles L. Epstein Год: 2007 |
 | Mathematical Analysis of Viscoelastic Flows Автор: Michael Renardy Год: 1987 |
 | Introduction to the Mathematics of Medical Imaging, Second Edition Автор: Charles L. Epstein Год: 2007 |