Preference rules for label ranking: Mining patterns in multi-target relations

In this paper, we investigate two variants of association rules for preference data, Label Ranking Association Rules and Pairwise Association Rules. Label Ranking Association Rules (LRAR) are the equivalent of Class Association Rules (CAR) for the Label Ranking task. In CAR, the consequent is a sing...

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Bibliographic Details
Main Author: de Sá, Cláudio Rebelo (author)
Other Authors: Azevedo, Paulo J. (author), Soares, Carlos (author), Jorge, Alípio Mário (author), Knobbe, Arno (author)
Format: article
Language:eng
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/1822/71614
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71614