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Metalearning: a survey of trends and technologies.

Artif Intell Rev 2015;44(1):117-130

Bournemouth University, Poole House, Talbot Campus, Fern Barrow, BH12 5BB Poole, UK.

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. Read More

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Source
http://dx.doi.org/10.1007/s10462-013-9406-yDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4459543PMC
January 2015
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