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108
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CSB
2003
IEEE
113views Bioinformatics» more  CSB 2003»
15 years 5 months ago
An Optimal DNA Segmentation Based on the MDL Principle
: The biological world is highly stochastic and inhomogeneous in its behaviour. There are regions in DNA with high concentration of G or C bases; stretches of sequences with an abu...
Wojciech Szpankowski, Wenhui Ren, Lukasz Szpankows...
102
Voted
ICASSP
2009
IEEE
15 years 7 months ago
Rate distribution between model and signal for multiple descriptions
We consider the rate allocation problem for multiple-description quantization of the signal described by an adaptive model with a fixed structure. The source modeling in coding g...
Janusz Klejsa, W. Bastiaan Kleijn
85
Voted
COLT
2004
Springer
15 years 6 months ago
Convergence of Discrete MDL for Sequential Prediction
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
Jan Poland, Marcus Hutter
ICDE
2008
IEEE
149views Database» more  ICDE 2008»
16 years 1 months ago
Monitoring Network Evolution using MDL
Given publication titles and authors, what can we say about the evolution of scientific topics and communities over time? Which communities shrunk, which emerged, and which split, ...
Jure Ferlez, Christos Faloutsos, Jure Leskovec, Du...
72
Voted
DAGM
2005
Springer
15 years 6 months ago
Agglomerative Grouping of Observations by Bounding Entropy Variation
Abstract. An information theoretic framework for grouping observations is proposed. The entropy change incurred by new observations is analyzed using the Kalman filter update equa...
Christian Beder