Matches in DBpedia 2014 for { <http://dbpedia.org/resource/Curse_of_dimensionality> ?p ?o. }
Showing items 1 to 24 of
24
with 100 items per page.
- Curse_of_dimensionality abstract "The curse of dimensionality refers to various phenomena that arise when analyzing and organizing data in high-dimensional spaces (often with hundreds or thousands of dimensions) that do not occur in low-dimensional settings such as the three-dimensional physical space of everyday experience.There are multiple phenomena referred to by this name in domains such as numerical analysis, sampling, combinatorics, machine learning, data mining and databases. The common theme of these problems is that when the dimensionality increases, the volume of the space increases so fast that the available data become sparse. This sparsity is problematic for any method that requires statistical significance. In order to obtain a statistically sound and reliable result, the amount of data needed to support the result often grows exponentially with the dimensionality. Also organizing and searching data often relies on detecting areas where objects form groups with similar properties; in high dimensional data however all objects appear to be sparse and dissimilar in many ways which prevents common data organization strategies from being efficient.The term curse of dimensionality was coined by Richard E. Bellman when considering problems in dynamic optimization.".
- Curse_of_dimensionality wikiPageID "787776".
- Curse_of_dimensionality wikiPageRevisionID "604224821".
- Curse_of_dimensionality hasPhotoCollection Curse_of_dimensionality.
- Curse_of_dimensionality subject Category:Dynamic_programming.
- Curse_of_dimensionality subject Category:Machine_learning.
- Curse_of_dimensionality subject Category:Numerical_analysis.
- Curse_of_dimensionality comment "The curse of dimensionality refers to various phenomena that arise when analyzing and organizing data in high-dimensional spaces (often with hundreds or thousands of dimensions) that do not occur in low-dimensional settings such as the three-dimensional physical space of everyday experience.There are multiple phenomena referred to by this name in domains such as numerical analysis, sampling, combinatorics, machine learning, data mining and databases.".
- Curse_of_dimensionality label "Curse of dimensionality".
- Curse_of_dimensionality label "Fluch der Dimensionalität".
- Curse_of_dimensionality label "Fléau de la dimension".
- Curse_of_dimensionality label "Maldición de la dimensión".
- Curse_of_dimensionality label "Проклятие размерности".
- Curse_of_dimensionality label "次元の呪い".
- Curse_of_dimensionality label "维数灾难".
- Curse_of_dimensionality sameAs Fluch_der_Dimensionalität.
- Curse_of_dimensionality sameAs Maldición_de_la_dimensión.
- Curse_of_dimensionality sameAs Fléau_de_la_dimension.
- Curse_of_dimensionality sameAs 次元の呪い.
- Curse_of_dimensionality sameAs m.03c7gl.
- Curse_of_dimensionality sameAs Q1430460.
- Curse_of_dimensionality sameAs Q1430460.
- Curse_of_dimensionality wasDerivedFrom Curse_of_dimensionality?oldid=604224821.
- Curse_of_dimensionality isPrimaryTopicOf Curse_of_dimensionality.