Discovering a taste for the unusual: exceptional models for preference mining

Exceptional preferences mining (EPM) is a crossover between two subfields of data mining: local pattern mining and preference learning. EPM can be seen as a local pattern mining task that finds subsets of observations where some preference relations between labels significantly deviate from the norm...

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Bibliographic Details
Main Author: de Sa, Claudio Rebelo (author)
Other Authors: Duivesteijn, Wouter (author), Azevedo, Paulo J. (author), Jorge, Alipio Mario (author), Soares, Carlos (author), Knobbe, Arno (author)
Format: article
Language:eng
Published: 2018
Subjects:
Subgroup discovery
Exceptional model mining
Label ranking
Preference learning
Distribution rules
Ciências Naturais::Ciências da Computação e da Informação
Science & Technology
Online Access:http://hdl.handle.net/1822/71611
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71611

Internet

http://hdl.handle.net/1822/71611

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