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IDA
2006
Springer

Temporal Bayesian classifiers for modelling muscular dystrophy expression data

13 years 6 months ago
Temporal Bayesian classifiers for modelling muscular dystrophy expression data
The analysis of microarray data from time-series experiments requires specialised algorithms, which take the temporal ordering of the data into account. In this paper we explore a new architecture of Bayesian classifier that can be used to understand how biological mechanisms differ with respect to time. We show that this classifier improves the classification of microarray data and at the same time ensures that the models can easily be analysed by biologists by incorporating time transparently. In this paper we focus on data that has been generated to explore different types of muscular dystrophy.
Allan Tucker, Peter A. C. 't Hoen, Veronica Vincio
Added 12 Dec 2010
Updated 12 Dec 2010
Type Journal
Year 2006
Where IDA
Authors Allan Tucker, Peter A. C. 't Hoen, Veronica Vinciotti, Xiaohui Liu
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