101 search results - page 6 / 21 » Multi-objective Model Optimization for Inferring Gene Regula... |
150
Voted
JMLR
2008
15 years 3 months ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...
133
Voted
JCP
2006
15 years 3 months ago
2006
Most Gene Regulatory Network (GRN) studies ignore the impact of the noisy nature of gene expression data despite its significant influence upon inferred results. This paper present...
161
Voted
ECCB
2003
IEEE
15 years 9 months ago
2003
IEEE
This article deals with the identification of gene regulatory networks from experimental data using a statistical machine learning approach. A stochastic model of gene interactio...
129
Voted
JMLR
2010
14 years 10 months ago
2010
Networks are becoming a unifying framework for modeling complex systems and network inference problems are frequently encountered in many fields. Here, I develop and apply a gener...
116
Voted
GECCO
2004
Springer
15 years 9 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...