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Expectation–maximization algorithm

Known as: Expectation Maximization, EM clustering, Expectation maximization method 
In statistics, an expectation–maximization (EM) algorithm is an iterative method for finding maximum likelihood or maximum a posteriori (MAP… 
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Related topics

Related topics

41 relations
Bayesian networkBitext word alignmentCluster analysisComputational anatomy

Broader (2)

Estimation theoryMissing data

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2011
Highly Cited
2011
GMM based SPECT image classification for the diagnosis of Alzheimer's disease
Highly Cited
2010
Highly Cited
2010
A constant-factor approximation for wireless capacity maximization with power control in the SINR model
In modern wireless networks devices are able to set the power for each transmission carried out. Experimental but also… 
2010
2010
The expectation-maximization algorithm: Gaussian case
  • I. Iatan
  • International Conference on Networking and…
  • 2010
  • Corpus ID: 6763393
There are some situations when in the pattern recognition applications can appear some objects which are missing data. This thing… 
Highly Cited
2008
Highly Cited
2008
Joint Power and Channel Allocation for Cognitive Radios
Spectrum scarcity is the major challenge facing all parties working in the telecommunications industry. As recently shown, the… 
Highly Cited
2007
Highly Cited
2007
On the Statistical Interpretation of the Piecewise Smooth Mumford-Shah Functional
In region-based image segmentation, two models dominate the field: the Mumford-Shah functional and statistical approaches based… 
Highly Cited
2006
Highly Cited
2006
Maximum Throughput and Fair Bandwidth Allocation in Multi-Channel Wireless Mesh Networks
Wireless mesh network is designed as an economical solution for last-mile broadband Internet access. In this paper, we study… 
Highly Cited
2005
Highly Cited
2005
Shape and the Stereo Correspondence Problem
We examine the implications of shape on the process of finding dense correspondence and half-occlusions for a stereo pair of… 
Highly Cited
1998
Highly Cited
1998
Fatores de risco para mortalidade perinatal em Pelotas, RS, 1993
INTRODUCTION: Although there was a considerable reduction in infant mortality in Pelotas, Rio Grande do Sul in the last decade… 
Highly Cited
1989
Highly Cited
1989
The value of food: effects of open and closed economies
Highly Cited
1989
Highly Cited
1989
Female mate preference in Pacific salmon
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