Addressing the Meta-Learning problem with Metaheuristics

Raynaut, William, Soulé-Dupuy, Chantal, Vallés-Parlangeau, Nathalie, Dray, Cédric and Valet, Philippe (2015) Addressing the Meta-Learning problem with Metaheuristics. In: 11th Metaheuristics International Conference (MIC 2015).

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Abstract

The many machine learning and data mining techniques produced over the last decades can prove invaluable assets in diverse fields, but choosing the most appropriate for a given application may be very difficult for a non-expert. Our objective is thus to provide modelling assistance using a meta-learning approach based on an evolutionary metaheuristic. We present the intended workflow of such modelling assistant and the expected challenges along our line of work.

Item Type: Conference or Workshop Item (Paper)
Language: English
Date: 2015
Uncontrolled Keywords: Meta-learning
Subjects: H- INFORMATIQUE
Divisions: Institut de Recherche en Informatique de Toulouse
Site: UT1
Date Deposited: 29 Mar 2019 11:45
Last Modified: 29 Mar 2019 11:45
URI: http://publications.ut-capitole.fr/id/eprint/29611

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