- Title : Outlier Analysis
- Author : Charu C. Aggarwal
- Rating : 4.95 (107 Vote)
- Publish : 2015-11-7
- Format : Hardcover
- Pages : 446 Pages
- Asin : 1461463955
- Language : English
Computer scientists, specifically, approach this field based on their practical experiences in managing large amounts of data, and with far fewer assumptions– the data can be of any type, structured or unstructured, and may be extremely large. The book has been organized carefully, and emphasis was placed on simplifying the content, so that students and practitioners can also benefit
Computer scientists, specifically, approach this field based on their practical experiences in managing large amounts of data, and with far fewer assumptions– the data can be of any type, structured or unstructured, and may be extremely large. The book has been organized carefully, and emphasis was placed on simplifying the content, so that students and practitioners can also benefit. Chapters will typically cover one of three areas: methods and techniques commonly used in outlier analysis, such as linear methods, proximity-based methods, subspace methods, and supervised methods; data domains, such as, text, categorical, mixed-attribute, time-series, streaming, discrete sequence, spatial and network data; and key applications of these methods as applied to diverse domains such as credit card fraud detection, intrusion detection, medical diagnosis, earth science, web log analytics, and social network analysis are covered.. With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Outlier Analysis is a comprehensiveAll of them can benefit from the broad overview of the field, the nice introductions to many different techniques, and the annotated pointers for further reading that this book provides.” (Fernando Berzal, Computing Reviews, August, 2014)“This book is an encyclopedia of how to handle outliers. … the book contains a series of carefully created exercises, attempting to make the book useful as a textbook. … a good reference book for practitioners and researchers who are not experts in outlier analysis, but want to gain a basic understanding of how to do it.” (Hung Hung, Mathematical Reviews, March, 2014)“This book aims at providing a missing formal view of recent advances in outlier analysis that have been carried out mostly independently in both the computer scienceThis is the consequential approach because unlike deontological approach, this is not concerned with duty to principle, but to the goodness of the consequences of one's act. I feel a certain sense of liberation reading a book like this, because if you cannot challenge your closely held beliefs, what kind of professional are you?The structure is terrifically usable: one hundred "chapters" that are often only 1 or 2 pages long. All three of Cari Hunter's books are very different. Because my great-great grandfather fought in the same unit as John Henry Otto, the story told within this book holds a very special meaning to me. This is a moving and touching memoir of three generations of Jewish women originally from Budapest, Hungary. This book shows us Alex Toth on his way to that reputation.. It is also the most detailed and well presented contrast of external vs. It's majorly a flashback of Kippei's life and some other things that I won't spoil for you, bu it's hard to call this yaoi when nothing of the kind happens. frankly, that's exactly why I chose to download it! To me, Jesus IS the reason. The
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