1.
Artif Intell Rev
; 44(1): 117-130, 2015.
Artigo
em Inglês
| MEDLINE
| ID: mdl-26069389
RESUMO
Metalearning attracted considerable interest in the machine learning community in the last years. Yet, some disagreement remains on what does or what does not constitute a metalearning problem and in which contexts the term is used in. This survey aims at giving an all-encompassing overview of the research directions pursued under the umbrella of metalearning, reconciling different definitions given in scientific literature, listing the choices involved when designing a metalearning system and identifying some of the future research challenges in this domain.