111 search results - page 4 / 23 » Time Series Prediction Based on Gene Expression Programming |
BMCBI
2007
14 years 9 months ago
2007
Background: Modelling of time series data should not be an approximation of input data profiles, but rather be able to detect and evaluate dynamical changes in the time series dat...
GECCO
2004
Springer
15 years 2 months ago
2004
Springer
Abstract. In recent years several strategies for inferring gene regulatory networks from observed time series data of gene expression have been suggested based on Evolutionary Algo...
TCBB
2011
14 years 4 months ago
2011
Recent experimental advances facilitate the collection of time series data that indicate which genes in a cell are expressed. This paper proposes an efficient method to generate th...
BMCBI
2006
14 years 9 months ago
2006
Background: Periodic processes, such as the circadian rhythm, are important factors modulating and coordinating transcription of genes governing key metabolic pathways. Theoretica...
ICIC
2009
Springer
14 years 7 months ago
2009
Springer
This paper presents an evolutionary method for identifying the gene regulatory network from the observed time series data of gene expression using a system of ordinary differential...