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- 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 wikiPageLength "17416".
- Curse_of_dimensionality wikiPageOutDegree "68".
- Curse_of_dimensionality wikiPageRevisionID "704678524".
- Curse_of_dimensionality wikiPageWikiLink Anomaly_detection.
- Curse_of_dimensionality wikiPageWikiLink Backward_induction.
- Curse_of_dimensionality wikiPageWikiLink Bellman_equation.
- Curse_of_dimensionality wikiPageWikiLink Category:Dynamic_programming.
- Curse_of_dimensionality wikiPageWikiLink Category:Machine_learning.
- Curse_of_dimensionality wikiPageWikiLink Category:Numerical_analysis.
- Curse_of_dimensionality wikiPageWikiLink Chi-squared_distribution.
- Curse_of_dimensionality wikiPageWikiLink Cluster_analysis.
- Curse_of_dimensionality wikiPageWikiLink Clustering_high-dimensional_data.
- Curse_of_dimensionality wikiPageWikiLink Combinatorial_explosion.
- Curse_of_dimensionality wikiPageWikiLink Combinatorics.
- Curse_of_dimensionality wikiPageWikiLink Concentration_of_measure.
- Curse_of_dimensionality wikiPageWikiLink Data_dredging.
- Curse_of_dimensionality wikiPageWikiLink Data_mining.
- Curse_of_dimensionality wikiPageWikiLink Data_set.
- Curse_of_dimensionality wikiPageWikiLink Database.
- Curse_of_dimensionality wikiPageWikiLink Dimension.
- Curse_of_dimensionality wikiPageWikiLink Dimensionality_reduction.
- Curse_of_dimensionality wikiPageWikiLink Directed_graph.
- Curse_of_dimensionality wikiPageWikiLink Dynamic_programming.
- Curse_of_dimensionality wikiPageWikiLink Euclidean_distance.
- Curse_of_dimensionality wikiPageWikiLink Exponential_growth.
- Curse_of_dimensionality wikiPageWikiLink Feature_selection.
- Curse_of_dimensionality wikiPageWikiLink Feature_vector.
- Curse_of_dimensionality wikiPageWikiLink Graph_(discrete_mathematics).
- Curse_of_dimensionality wikiPageWikiLink Hypercube.
- Curse_of_dimensionality wikiPageWikiLink Hypersphere.
- Curse_of_dimensionality wikiPageWikiLink Information_retrieval.
- Curse_of_dimensionality wikiPageWikiLink Intrinsic_dimension.
- Curse_of_dimensionality wikiPageWikiLink K-nearest_neighbors_algorithm.
- Curse_of_dimensionality wikiPageWikiLink Linear_least_squares_(mathematics).
- Curse_of_dimensionality wikiPageWikiLink List_of_Fourier-related_transforms.
- Curse_of_dimensionality wikiPageWikiLink Low-discrepancy_sequence.
- Curse_of_dimensionality wikiPageWikiLink Machine_learning.
- Curse_of_dimensionality wikiPageWikiLink Mathematical_optimization.
- Curse_of_dimensionality wikiPageWikiLink Model_order_reduction.
- Curse_of_dimensionality wikiPageWikiLink Multilinear_principal_component_analysis.
- Curse_of_dimensionality wikiPageWikiLink Multilinear_subspace_learning.
- Curse_of_dimensionality wikiPageWikiLink Nearest_neighbor_search.
- Curse_of_dimensionality wikiPageWikiLink Numerical_analysis.
- Curse_of_dimensionality wikiPageWikiLink Principal_component_analysis.
- Curse_of_dimensionality wikiPageWikiLink Richard_E._Bellman.
- Curse_of_dimensionality wikiPageWikiLink Sampling_(statistics).
- Curse_of_dimensionality wikiPageWikiLink Semi-supervised_learning.
- Curse_of_dimensionality wikiPageWikiLink Signal-to-noise_ratio.
- Curse_of_dimensionality wikiPageWikiLink Singular_value_decomposition.
- Curse_of_dimensionality wikiPageWikiLink Skewness.
- Curse_of_dimensionality wikiPageWikiLink Space.
- Curse_of_dimensionality wikiPageWikiLink Space_(mathematics).
- Curse_of_dimensionality wikiPageWikiLink Statistical_classification.
- Curse_of_dimensionality wikiPageWikiLink Stereology.
- Curse_of_dimensionality wikiPageWikiLink Three-dimensional_space_(mathematics).
- Curse_of_dimensionality wikiPageWikiLink Time_series.
- Curse_of_dimensionality wikiPageWikiLink Unit_cube.
- Curse_of_dimensionality wikiPageWikiLink Unit_interval.
- Curse_of_dimensionality wikiPageWikiLink Volume.
- Curse_of_dimensionality wikiPageWikiLink Wavelet.
- Curse_of_dimensionality wikiPageWikiLinkText "Curse of dimensionality".
- Curse_of_dimensionality wikiPageWikiLinkText "combinatorial ".
- Curse_of_dimensionality wikiPageWikiLinkText "curse of dimensionality".
- Curse_of_dimensionality wikiPageWikiLinkText "dimensionality".
- Curse_of_dimensionality wikiPageWikiLinkText "high dimensions".
- Curse_of_dimensionality wikiPageWikiLinkText "high-dimensional learning".
- Curse_of_dimensionality wikiPageWikiLinkText "large dimensionality".
- Curse_of_dimensionality wikiPageWikiLinkText "the dimensionality of the data is high".
- Curse_of_dimensionality wikiPageUsesTemplate Template:Citation_needed.
- Curse_of_dimensionality wikiPageUsesTemplate Template:Div_col.
- Curse_of_dimensionality wikiPageUsesTemplate Template:Div_col_end.
- Curse_of_dimensionality wikiPageUsesTemplate Template:Reflist.
- Curse_of_dimensionality wikiPageUsesTemplate Template:Sqrt.
- Curse_of_dimensionality subject Category:Dynamic_programming.
- Curse_of_dimensionality subject Category:Machine_learning.
- Curse_of_dimensionality subject Category:Numerical_analysis.
- Curse_of_dimensionality hypernym Phenomena.
- Curse_of_dimensionality type Algorithm.
- Curse_of_dimensionality type Method.
- Curse_of_dimensionality type Redirect.
- 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 sameAs Q1430460.
- Curse_of_dimensionality sameAs Fluch_der_Dimensionalität.
- Curse_of_dimensionality sameAs Maldición_de_la_dimensión.
- Curse_of_dimensionality sameAs مشقت_بعدچندی.
- 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 Проклятие_размерности.
- Curse_of_dimensionality sameAs Q1430460.
- Curse_of_dimensionality sameAs 维数灾难.
- Curse_of_dimensionality wasDerivedFrom Curse_of_dimensionality?oldid=704678524.
- Curse_of_dimensionality isPrimaryTopicOf Curse_of_dimensionality.