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Minimum message length

Known as: MML 
Minimum message length (MML) is a formal information theory restatement of Occam's Razor: even when models are not equal in goodness of fit accuracy… Expand
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Highly Cited
2010
Highly Cited
2010
 
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2009
2009
This note considers estimation of the mean of a multivariate Gaussian distribution with known variance within the Minimum Message… Expand
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Highly Cited
2005
Highly Cited
2005
Inductive Inference.- Information.- Strict Minimum Message Length (SMML).- Approximations to SMML.- MML: Quadratic Approximations… Expand
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2004
2004
We derive a minimum message length (MML) estimator for stationary and nonstationary autoregressive models using the Wallace and… Expand
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2003
2003
Mixture modellingor unsuper visedclassificationis aproblem of identifying and modelling componentsin a body of data. Earlier work… Expand
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Highly Cited
2000
Highly Cited
2000
The relationship between the Bayesian approach and the minimum description length approach is established. We sharpen and clarify… Expand
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Highly Cited
1999
Highly Cited
1999
The notion of algorithmic complexity was developed by Kolmogorov (1965) and Chaitin (1966) independently of one another and of… Expand
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Highly Cited
1998
Highly Cited
1998
The segmentation problem arises in many applications in data mining, A.I. and statistics, including segmenting time series… Expand
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1996
1996
We consider some particular instances of the segmentation problem. We derive minimum message length (MML) expressions for stating… Expand
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Highly Cited
1990
Highly Cited
1990
Although classifiation is perhaps the oldest practical application of MML inference, the early algorithm was subject to weakly… Expand
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