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Applied Data Mining

Applied Data Mining

Interesting Research Book in Applied Data Mining

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

  •   Introduction
      Mathematical Foundations
      Data Preparation
      Cluster Analysis
      Frequent Pattern Mining
  •   Advanced Clustering Analysis
      Privacy Preserving in Data Mining
      Data Stream
  •   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