325 search results - page 2 / 65 » Probabilistic modeling and machine learning in structural an... |
KES
2007
Springer
14 years 11 days ago
2007
Springer
Biological systems consist of many components and interactions between them. In Systems Biology the principal problem is modeling complex biological systems and reconstructing inte...
BMCBI
2007
13 years 6 months ago
2007
Background: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning the...
ICALT
2007
IEEE
14 years 17 days ago
2007
IEEE
KDD
2009
ACM
14 years 6 months ago
2009
ACM
A major source of information (often the most crucial and informative part) in scholarly articles from scientific journals, proceedings and books are the figures that directly pro...
ECML
2006
Springer
13 years 10 months ago
2006
Springer
Abstract. We propose a simple and efficient approach to building undirected probabilistic classification models (Markov networks) that extend na