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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering - Softcover

 
9781447167921: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

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Synopsis

Preface.- On Some Facets of the Partition Set of a Finite Set.- Two Methods of Non-hierarchical Clustering.- Structure and Mathematical Representation of Data.- Ordinal and Metrical Analysis of the Resemblance Notion.- Comparing Attributes by a Probabilistic and Statistical Association I.- Comparing Attributes by a Probabilistic and Statistical Association II.- Comparing Objects or Categories Described by Attributes.- The Notion of "Natural" Class, Tools for its Interpretation. The Classifiability Concept.- Quality Measures in Clustering.- Building a Classification Tree.- Applying the LLA Method to Real Data.- Conclusion and Thoughts for Future Works

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Other Popular Editions of the Same Title

9781447167914: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (Advanced Information and Knowledge Processing)

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ISBN 10:  1447167910 ISBN 13:  9781447167914
Publisher: Springer, 2016
Hardcover