WHY DEEP LEARNING PERFORMS BETTER THAN CLASSICAL MACHINE LEARNING?
Copyright policy ) ARTZAI PICON RUIZ; AITOR ALVAREZ GILA; UNAI IRUSTA; JONE ECHAZARRA HUGUET;
WHY DEEP LEARNING PERFORMS BETTER THAN CLASSICAL MACHINE LEARNING?
During the last years, deep learning techniques have demonstrated their capability to outperform traditional machine learning methods in completing complex pattern recognition tasks. In this article we will try to explain the reasons behind this.
Spain
Machine learning, Deep learning
Machine learning, Deep learning
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).12 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 10% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Top 10% impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10%
selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
Popularity provided by BIP! 12
Top 10%
Top 10%
Top 10%
Green
bronze