Free download and read ebooks online Outlier Analysis by Charu C. Aggarwal full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Outlier Analysis with ISBN id 9783319475776 full page with book summary. Charu C. Aggarwal book PDF ePUB of Outlier Analysis published by Springer in 2016-12-22. Outlier Analysis released with category Computers with total 466 pages.
📖 Outlier Analysis by Charu C. Aggarwal free pdf book
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 and is written to appeal to both researchers and practitioners. Significant new material has been added on topics such as kernel methods, one-class support-vector machines, matrix factorization, neural networks, outlier ensembles, time-series methods, and subspace methods. It is written as a textbook and can be used for classroom teaching.
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