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… (More)
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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… (More)
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2006
2006
This paper presents an efficient and general solution to the linear regression problem using the Minimum Message Length (MML… (More)
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Highly Cited
2005
Highly Cited
2005
statistical and inductive inference by minimum message length What to say and what to do when mostly your friends love reading… (More)
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2004
2004
We derive a minimum message length (MML) estimator for stationary and nonstationary autoregressive models using the Wallace and… (More)
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2002
2002
We describe a mechanism which receives as input a segmented argument composed of NL sentences, and generates an interpretation… (More)
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2000
2000
Explicit segmentation is the partitioning of data into homogeneous regions by specifying cut-points. W. D. Fisher (1958) gave an… (More)
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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… (More)
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1998
1998
The segmentation problem arises in many applications in data mining, A.I. and statistics, including segmenting time series… (More)
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1998
1998
This paper describes a Minimum Message Length (MML) approach to nding the most appropriate Hidden Markov Model (HMM) to describe… (More)
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1997
1997
The Lexical Access Problem consists of determining the intended sequence of words corresponding to an input sequence of phonemes… (More)
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