Rapid Prediction of Bacterial Heterotrophic Fluxomics Using Machine Learning and Constraint Programming.
Stephen Gang WuYuxuan WangWu JiangTolutola OyetundeRuilian YaoXuehong ZhangKazuyuki ShimizuYinjie J. TangForrest Sheng BaoPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- constraint programming
- machine learning
- constraint satisfaction problems
- constraint satisfaction
- combinatorial problems
- constraint propagation
- machine learning or data mining
- integer programming
- machine learning and data mining
- escherichia coli
- computational biology
- search strategies
- itemset mining
- constraint optimization
- column generation
- np hard problems
- learning algorithm
- finite domain
- arc consistency
- search heuristics
- constraint logic programming
- global constraints
- hard and soft constraints
- knowledge representation
- propositional satisfiability
- symmetry breaking
- constraint problems
- np complete
- constraint solving
- constraint solver
- constraint networks
- backtrack search
- inductive logic programming