文件名称：Data Mining and Analysis-Fundamenta Concepts and Algorithms
文件大小：10.46MB
文件格式：PDF
更新时间：2016-11-07 04:30:11
数据挖掘
This book is an outgrowth of data mining courses at RPI and UFMG; the RPI course has been offered every Fall since 1998, whereas the UFMG course has been offered since 2002. While there are several good books on data mining and related topics, we felt that many of them are either too high-level or too advanced. Our goal was to write an introductory text which focuses on the fundamental algorithms in data mining and analysis. It lays the mathematical foundations for the core data mining methods, with key concepts explained when first encountered; the book also tries to build the intuition behind the formulas to aid understanding