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Curse of dimensionality

Known as: Curse of dimension, Problem of dimensionality 
The curse of dimensionality refers to various phenomena that arise when analyzing and organizing data in high-dimensional spaces (often with hundreds… 
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Related topics

Related topics

47 relations
(1+ε)-approximate nearest neighbor searchAdaBoostAnomaly detectionBackward induction

Broader (2)

Dynamic programmingMachine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2016
Review
2016
The search-based approach
Search-based procedural content generation is the use of evolutionary computation and similar methods to generate game content… 
2013
2013
Structure preserving non-negative matrix factorization for dimensionality reduction
2011
2011
Multi-attribute optimization in service selection
As multiple service providers may compete to offer the same functionality with different quality of service (e.g., latency, fee… 
2011
2011
Fast two-step histogram-based image segmentation
The authors propose a novel image segmentation technique based on the non-parametric clustering procedure in the discretised… 
2010
2010
Proportional—Integral—Derivative Controller Design by Using Artificial Bee Colony, Harmony Search, and the Bees Algorithms
This paper is an extended version of the paper presented in IPROMS 2009, which analysed the effect of the problem of… 
2007
2007
Diffusion Maps and Geometric Harmonics for Automatic Target Recognition (ATR). Volume 2. Appendices
Abstract : Geometric harmonics provides a framework for taking data in high-dimensional measurement spaces and embedding them in… 
Highly Cited
2006
Highly Cited
2006
Sensor Network Configuration and the Curse of Dimensionality
Sensor network problems in three dimensions have not been adequately addressed there is a tendency to either ignore the extension… 
2005
2005
Factored particle filtering for data fusion and situation assessment in urban environments
We present and demonstrate a particle filtering approach to data fusion and situation assessment for military operations in urban… 
2004
2004
SVM-Based Feature Selection by Direct Objective Minimisation
We propose various novel embedded approaches for (simultaneous) feature selection and classification within a general… 
1987
1987
An extension of the extended basic period approach for economic lot scheduling problems
This paper addresses the problem of choosing cyclical production patterns for several products which are produced on a common… 
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