Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
Machine learning has been gaining traction in recent years to meet the demand for tools that
can efficiently analyze and make sense of the ever-growing databases of biomedical data in …
can efficiently analyze and make sense of the ever-growing databases of biomedical data in …
Network measures for information extraction in evolutionary algorithms
Problem domain information extraction is a critical issue in many real-world optimization
problems. Increasing the repertoire of techniques available in evolutionary algorithms with …
problems. Increasing the repertoire of techniques available in evolutionary algorithms with …
A comparison of probabilistic-based optimization approaches for vehicle routing problems
Estimation of distribution algorithms (EDAs) are evolutionary algorithms that use
probabilistic modeling to lead a more efficient search for optimal solutions. While EDAs have …
probabilistic modeling to lead a more efficient search for optimal solutions. While EDAs have …
[PDF][PDF] Analyzing probabilistic models generated by EDAs for simplified protein folding problems
Estimation of distribution algorithms (EDAs) are optimization methods that construct at each
step a probabilistic graphical model (PGM) of the best evaluated solutions. The model …
step a probabilistic graphical model (PGM) of the best evaluated solutions. The model …
[PDF][PDF] Changing conduction delays to maximize the number of polychronous groups with an estimation of distribution algorithm
Spiking network polychronization refers to reproducible time-locked but not synchronous
firing patterns with millisecond precision. There are many factors that influence the number …
firing patterns with millisecond precision. There are many factors that influence the number …
An analysis of the use of probabilistic modeling for synaptic connectivity prediction from genomic data
The identification of the specific genes that influence particular phenotypes is a common
problem in genetic studies. In this paper we address the problem of determining the …
problem in genetic studies. In this paper we address the problem of determining the …