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Title:
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MULTIVARIATE DATA VISUALIZATION IN SOCIAL SPACE |
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Author(s):
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Karin Juurikas , Ants Torim , Leo Võhandu |
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ISBN:
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972-8924-09-7 |
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Editors:
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Nuno Guimarães, Pedro Isaías and Ambrosio Goikoetxea |
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Year:
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2006 |
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Edition:
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Single |
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Keywords:
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Visualization, monotone systems, data mining. |
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Type:
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Short Paper |
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First Page:
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427 |
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Last Page:
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431 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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We present a method for analysis of social-economical data that is based on the theory of monotone systems. Our method is based on a computationally simple weight function that describes objects typicality for a data table. We apply that method to analyze social-economical data about Estonian island Hiiumaa and show that we can detect both typical settlements and notable outliers with our method. Use of two slightly different weight functions allows us to create novel two-dimensional conformity plot visualization for multivariate data. |
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