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Authors: Héctor Javier Vázquez 1 and Mihaela Juganaru-Mathieu 2

Affiliations: 1 Universidad Autonoma Metropolitana and Unidad Azcapotzalco, Mexico ; 2 Ecole National Supérieure des Mines, France

Keyword(s): Data Mining, Association Rules, Prediction, Rule Validation, Urban Trees, Planting Sites.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Computational Intelligence ; Data Analytics ; Data Engineering ; Evolutionary Computing ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Machine Learning ; Soft Computing ; Symbolic Systems

Abstract: In this paper we present an exploration of association rules determine planting sites considering urban tree’s characteristics. In first step itemsets and rules are generated using the unsupervised algorithm Apriori. They are rapidly characterized in terms of tree planting sites. In a second step planting sites are fixed as target values to establish rules (a supervised version of the a priori algorithm). An original approach is also presented and validated for the prediction of the planting site of the species.

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Paper citation in several formats:
Vázquez, H. and Juganaru-Mathieu, M. (2016). Exploring Urban Tree Site Planting Selection in Mexico City through Association Rules. In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - KDIR; ISBN 978-989-758-203-5; ISSN 2184-3228, SciTePress, pages 425-430. DOI: 10.5220/0006085604250430

@conference{kdir16,
author={Héctor Javier Vázquez. and Mihaela Juganaru{-}Mathieu.},
title={Exploring Urban Tree Site Planting Selection in Mexico City through Association Rules},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - KDIR},
year={2016},
pages={425-430},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006085604250430},
isbn={978-989-758-203-5},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - KDIR
TI - Exploring Urban Tree Site Planting Selection in Mexico City through Association Rules
SN - 978-989-758-203-5
IS - 2184-3228
AU - Vázquez, H.
AU - Juganaru-Mathieu, M.
PY - 2016
SP - 425
EP - 430
DO - 10.5220/0006085604250430
PB - SciTePress

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