READ [EBOOK] Outlier Analysis #Full Pages

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Information about READ [EBOOK] Outlier Analysis #Full Pages

Published on November 22, 2019

Author: ojynaby

Source: slideshare.net

1. ~!PDF Outlier Analysis {#Full Onine|#Full Pages|#Full AccePDF Outlier Analysis #Full Acces Outlier Analysis Detail of Books Author : Charu C. Aggarwalq Pages : pagesq Publisher :q Language :q ISBN-10 : 3319475770q ISBN-13 : 9783319475776q

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3. Availble in KINDLE / HARDCOVER / PAPERBACK / AUDIOBOOK ~!PDF Outlier Analysis {#Full Onine|#Full Pages|#Full AccePDF Outlier Analysis #Full Acces ~!PDF Outlier Analysis {#Full Onine|#Full Pages|#Full AccePDF Outlier Analysis #Full Acces

4. Description 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.The second edition of this book is more detailed If you want to Download or Read Outlier Analysis Click button download in the last page

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