Handling Missing Data in a Tree Species Catalog Proposed for Reforesting Mexico City

Abstract : In this paper we present an application of handling missing attribute values for some data about urban forest in Mexico City. The missing attribute values are about pollution tolerance of the trees, around 42% of our observations are incomplete. Classical methods are non applicable without introducing noise. Our proposal is to use successive steps of multiple correspondance analysis. The estimations values are validated with a clustering approach. The complete data can be used for a variety of future applications.
Type de document :
Communication dans un congrès
6th International Conference on Knowledge Discovery and Information Retrieval, Oct 2014, Rome, Italy. KDIR 2014 Abstracts, pp.N°96, 2014
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https://hal-emse.ccsd.cnrs.fr/emse-01078792
Contributeur : Florent Breuil <>
Soumis le : jeudi 30 octobre 2014 - 11:48:24
Dernière modification le : lundi 21 mars 2016 - 17:29:27

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  • HAL Id : emse-01078792, version 1

Citation

Hector Javier Vazquez, Mihaela Juganaru-Mathieu. Handling Missing Data in a Tree Species Catalog Proposed for Reforesting Mexico City. 6th International Conference on Knowledge Discovery and Information Retrieval, Oct 2014, Rome, Italy. KDIR 2014 Abstracts, pp.N°96, 2014. 〈emse-01078792〉

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