Grouping Multidimensional Data : Recent Advances in Clustering

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Grouping Multidimensional Data : Recent Advances in Clustering ISBN  354028348X Release Date  10 February 2006 Category  Databases Tags  cluster,   clustering,   multidimensional,   j2ee clustering,   dimension,   data warehousing,   dimensional,   incremental clustering,   354028348x,   linux cluster,   cluster analysis,   This book @Amazon  View Tools Google Search Web flazx.com

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. Other books on Databases Joe Celko's Thinking in Sets: Auxiliary, Temporal, and Virtual Tables in SQL (The Morgan Kaufmann Series in Data Management Systems) Handbook of Database Security: Applications and Trends Database Programming Languages: 11th International Symposium, DBPL 2007, Vienna, Austria, September 23-24, 2007, Revised Selected Papers (Lecture Notes in Computer Science) The Berkeley DB Book (Books for Professionals by Professionals) Architecture of a Database System Data Modeling Fundamentals: A Practical Guide for IT Professionals Database System Concepts Applied Mathematics for Database Professionals (Expert's Voice) Contemporary Issues in Database Design and Information Systems Development (Advances in Database Research Series) (Advances in Database Research Series) Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more (The Morgan Kaufmann Series in Data Management ... Kaufmann Series in Data Management Systems) Databases and Information Systems IV: Selected Papers from the Seventh International Conference DB&IS'2006 - Volume 155 Frontiers in Artificial Intelligence and Applications Data Lifecycles: Managing Data for Strategic Advantage IBM DB2 9 New Features Beginning Database Design: From Novice to Professional Stream Data Management (Advances in Database Systems)