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02/15/2012
The Future of Search and Discovery in Big Data Analytics: Ultrametric Information Spaces
Consider observation data, comprised of n observation vectors with value...
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11/27/2011
Fast, Linear Time, m-Adic Hierarchical Clustering for Search and Retrieval using the Baire Metric, with linkages to Generalized Ultrametrics, Hashing, Formal Concept Analysis,
We describe many vantage points on the Baire metric and its use in clust...
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06/11/2011
Fast, Linear Time Hierarchical Clustering using the Baire Metric
The Baire metric induces an ultrametric on a dataset and is of linear co...
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04/30/2011
Methods of Hierarchical Clustering
We survey agglomerative hierarchical clustering algorithms and discuss e...
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04/20/2011
Fast redshift clustering with the Baire (ultra) metric
The Baire metric induces an ultrametric on a dataset and is of linear co...
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05/14/2010
Hierarchical Clustering for Finding Symmetries and Other Patterns in Massive, High Dimensional Datasets
Data analysis and data mining are concerned with unsupervised pattern fi...
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09/02/2009
