A taxonomy of clustering procedures

A taxonomy of clustering procedures. Cailloux, O., Lamboray, C., & Nemery, P. In Proceedings of the 66th Meeting of the European Working Group on MCDA, Marrakech, Morocco, 2007.

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Article abstract bibtex

In the field of multicriteria decision aid, considerable attention has been paid to supervised classification problems, especially to so-called sorting problems, where an order is assumed on the predefined classes. Recently, some non-supervised multicriteria classification procedures, also known as multicriteria clustering procedures, have been proposed aiming to discover data structures from a multicriteria perspective. We enlighten some properties of such approaches and their differences with regards to classical procedures, and we propose a taxonomy of this family of procedures. Moreover, we analyze extend to which these procedures differ from the multicriteria ranking problematic.

@inproceedings{cailloux_taxonomy_2007,
	address = {Marrakech, Morocco},
	title = {A taxonomy of clustering procedures},
	abstract = {In the field of multicriteria decision aid, considerable attention has been paid to supervised classification problems, especially to so-called sorting problems, where an order is assumed on the predefined classes. Recently, some non-supervised multicriteria classification procedures, also known as multicriteria clustering procedures, have been proposed aiming to discover data structures from a multicriteria perspective. We enlighten some properties of such approaches and their differences with regards to classical procedures, and we propose a taxonomy of this family of procedures. Moreover, we analyze extend to which these procedures differ from the multicriteria ranking problematic.},
	booktitle = {Proceedings of the 66th {Meeting} of the {European} {Working} {Group} on {MCDA}},
	author = {Cailloux, Olivier and Lamboray, Claude and Nemery, Philippe},
	year = {2007},
	url_HAL = {https://hal.archives-ouvertes.fr/hal-00985860},
	url_Article = {https://hal.archives-ouvertes.fr/hal-00985860/document}
}

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