Author(s) Name:  Guandong Xu, Yu Zong, Zhenglu Yang

About the Book:

   Data mining has witnessed substantial advances in recent decades. New research questions and practical challenges have arisen from emerging areas and applications within the various fields closely related to human daily life, e.g. social media and social networking.
   This book aims to bridge the gap between traditional data mining and the latest advances in newly emerging information services. It explores the extension of well-studied algorithms and approaches into these new research arenas.

Table of Contents

FUNDAMENTALS

  Introduction
  Mathematical Foundations
  Data Preparation
  Cluster Analysis
  Classification
  Frequent Pattern Mining

ADVANCED DATA MINING

  Advanced Clustering Analysis
  Privacy Preserving in Data Mining
  Data Stream

EMERGING APPLICATIONS

  Web Clustering and Web Community
  Recommender Systems
  Data Mining in Social Tagging Systems
  Social Network Mining

ISBN:  9781466585836

Publisher:  CRC Press

Year of Publication:  2013

Book Link:  Home Page Url