Pratas-2011b
From IEETA
Conference proceedings article
| Title | DNA synthetic sequences generation using multiple competing Markov models |
|---|---|
| Author | Diogo Pratas, Carlos A C Bastos, Armando J. Pinho, António J. R. Neves, Luís Matos |
| Booktitle | Proc. of the IEEE Workshop on Statistical Signal Processing, SSP 2011 |
| Address | Nice, France |
| Volume | |
| Pages | 133-136 |
| Month | June |
| Year | 2011 |
| Group | |
| Group (before 2015) | Signal Processing Laboratory |
| Indexed by ISI | Not known yet |
| Scope | International |
Abstract - The development and implementation of computational models to represent DNA sequences is a great challenge. Markov models, usually known as finite-context models, have been used for a long time in DNA compression. In a previous work, we have shown that finite-context modelling can also be used for sequence generation. Furthermore, it is known that DNA is better represented by multiple finite-context models. However, the previous generator only allowed a single finite-context model to be used for generating a certain sequence. In this paper, we present results regarding a synthetic DNA generator based on multiple competing finite-context models.
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