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Wednesday, November 14, 2018
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DESPOTA

DESPOTA

DESPOTA (DEndogram Slicing through a PermutatiOn Test Approach) is a novel approach exploiting permutation tests in order to automatically detect a partition among those embedded in a dendrogram. Unlike the traditional approach, DESPOTA includes in the search space also partitions not corresponding to horizontal cuts of the dendrogram.

Papers


YearDescriptionLanguage
2015 DESPOTA: a permutation test algoritm to detect a partition from a dendrogram [Preliminary DRAFT]
Journal of Classification, (32), 2015, Springer.
DOI: 10.1007/s00357- 015-9179-x.
English
2010 Cutting the dendrogram through permutation tests [PrePrint]
In: Proceedings of Compstat'2010, Ed. by L. Y. S. G. EDS. NEW YORK: Physica-Verlag, HEIDELBERG, pp. 847– 854.
doi: 10.1007/978-3-7908-2604-3.
English

Abstract, short papers and slides


YearDescriptionLanguage
2015 DESPOTA: an algorithm to automatically detect a reliable partition on a dendrogram. Abstract
Dario Bruzzese, Davide Passaretti & Domenico Vistocco
Carme 2015, Correspondence Analysis and Related Methods
September 20-23, Napoli, Italy.
English
2015 DESPOTA: a permutation test algoritm to detect a partition from a dendrogram. Abstract | Slides movies: (1 of 2) - (2 of 2)
Dario Bruzzese & Domenico Vistocco
IFCS 2015, Conference of the International Federation of Classification Societies
July 6-8, Bologna, Italy.
English
2013 DESPOTA: DEndrogram Slicing through a PermutatiOn test Approach. Short paper | Slides
Dario Bruzzese & Domenico Vistocco
AISC 2013, X Convegno Annuale Associazione Italiana di Scienze Cognitive
20-22 Novembre, Napoli, Italy.
Italian
2010 Cutting the dendrogram through permutation tests. Slides
Dario Bruzzese & Domenico Vistocco
Compstat'2010, 19-th International Conference on Computational Statistics
August 22-27, Paris, France.
English
2009 Una procedura di taglio a gradini per l'estrazione della partizione ottimale da un dendrogramma. Short paper | Slides
Dario Bruzzese, Umberto Giani & Domenico Vistocco
V Congresso Nazionale SISMEC, Società Italiana di Statistica Medica ed Epidemiologia Clinica
16-19 Settembre, Padova, Italia.
Italian
2009 Stairstep-like dendrogram cut: a permutation test approach. Abstract | Slides
Dario Bruzzese & Domenico Vistocco
The R User Conference 2009
July 8-10, Agrocampus-Ouest, Rennes, France.
English

Software code


We are developing a R package to deploy DESPOTA. It is planned for the end of this year (December 2015).