Advances in Intelligent Data Analysis VIII

Advances in Intelligent Data Analysis VIII
Author :
Publisher : Springer
Total Pages : 429
Release :
ISBN-10 : 9783642039157
ISBN-13 : 3642039154
Rating : 4/5 (154 Downloads)

Book Synopsis Advances in Intelligent Data Analysis VIII by : Niall M. Adams

Download or read book Advances in Intelligent Data Analysis VIII written by Niall M. Adams and published by Springer. This book was released on 2009-08-27 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Intelligent Data Analysis, IDA 2009, held in Lyon, France, August 31 - September 2, 2009. The 33 revised papers, 18 full oral presentations and 15 poster and short oral presentations, presented were carefully reviewed and selected from almost 80 submissions. All current aspects of this interdisciplinary field are addressed; for example interactive tools to guide and support data analysis in complex scenarios, increasing availability of automatically collected data, tools that intelligently support and assist human analysts, how to control clustering results and isotonic classification trees. In general the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.


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Intro -- Preface -- Contents -- Part I Basic Concepts and Architecture -- 1 Introduction -- 1.1 Organization of the Book -- 1.2 Basic Concepts and Architecture