Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition by Jacob Kogan (PDF)

Description

Clustering is one of the most fundamental and essential data analysis techniques. Clustering can be used as an independent data mining task to discern intrinsic characteristics of data, or as a preprocessing step with the clustering results then used for classification, correlation analysis, or anomaly detection.Kogan and his co-editors have put together recent advances in clustering large and high-dimension data. Their volume addresses new topics and methods which are central to modern data analysis, with particular emphasis on linear algebra tools, opimization methods and statistical techniques. The contributions, written by leading researchers from both academia and industry, cover theoretical basics as well as application and evaluation of algorithms, and thus provide an excellent state-of-the-art overview.The level of detail, the breadth of coverage, and the comprehensive bibliography make this book a perfect fit for researchers and graduate students in data mining and in many other important related application areas.

User’s Reviews

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐Great book. The collection of readings is very good. The authors provide great help on what tools to use and why. There is a good balance between practical and academic with the technical side well covered. Definitely one of my best purchases as an analyst of data. Very helpful.

⭐It has good interesting tools to analyze data that shows a lot of “noise” from different kind of sources not of main interest

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Free Download Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition in PDF format
Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition PDF Free Download
Download Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition 2006 PDF Free
Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition 2006 PDF Free Download
Download Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition PDF
Free Download Ebook Grouping Multidimensional Data: Recent Advances in Clustering 2006th Edition