Outlier Analysis 2nd Edition at Meripustak

Outlier Analysis 2nd Edition

Books from same Author: AGGARWAL C C

Books from same Publisher: SPRINGER

Related Category: Author List / Publisher List


  • Price: ₹ 5453.00/- [ 23.00% off ]

    Seller Price: ₹ 4199.00

Sold By: Store4Doctors      Click for Bulk Order

Offer 1: Get 23.00 % + Flat ₹ 75 discount on shopping of ₹ 500 [Use Code: MPSTK75]

Offer 2: Get 23.00 % + Flat ₹ 100 discount on shopping of ₹ 1500 [Use Code: IND100]

Offer 3: Get 23.00 % + Flat ₹ 300 discount on shopping of ₹ 5000 [Use Code: MPSTK300]

Free Shipping (for orders above ₹ 499) *T&C apply.

In Stock

Free Shipping Available



Click for International Orders
  • Provide Fastest Delivery

  • 100% Original Guaranteed
  • General Information  
    Author(s)AGGARWAL C C
    PublisherSPRINGER
    Edition2nd Edition
    ISBN9783319475776
    Pages466
    BindingHardbound
    LanguageEnglish
    Publish YearDecember 2016

    Description

    SPRINGER Outlier Analysis 2nd Edition by AGGARWAL C C

    This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can be organized into three categories: Basic algorithms: Chapters 1 through 7 discuss the fundamental algorithms for outlier analysis, including probabilistic and statistical methods, linear methods, proximity-based methods, high-dimensional (subspace) methods, ensemble methods, and supervised methods. Domain-specific methods: Chapters 8 through 12 discuss outlier detection algorithms for various domains of data, such as text, categorical data, time-series data, discrete sequence data, spatial data, and network data. Applications: Chapter 13 is devoted to various applications of outlier analysis. Some guidance is also provided for the practitioner.