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» Machine Learning for Systems Biology
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ILP
2005
Springer
15 years 3 months ago
Machine Learning for Systems Biology
In this paper we survey work being conducted at Imperial College on the use of machine learning to build Systems Biology models of the effects of toxins on biochemical pathways. Se...
Stephen Muggleton
52
Voted
BMCBI
2007
92views more  BMCBI 2007»
14 years 10 months ago
Probabilistic modeling and machine learning in structural and systems biology
Samuel Kaski, Juho Rousu, Esko Ukkonen
KES
2007
Springer
15 years 4 months ago
A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks
Biological systems consist of many components and interactions between them. In Systems Biology the principal problem is modeling complex biological systems and reconstructing inte...
Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, ...
107
Voted
AIMSA
2004
Springer
15 years 3 months ago
PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining
PubMiner, an intelligent machine learning based text mining system for mining biological information from the literature is introduced. PubMiner utilize natural language processing...
Jae-Hong Eom, Byoung-Tak Zhang