For overcoming these difficulties, this paper employs a machine learning (ML) formalism namely "genetic programming (GP)" possessing certain attractive features for the VLE prediction.
These include high extraction retreat, where the roof supporting pillars are systematically removed, and longwall mining, which employs a machine that mines a continuous strip of coal, thus leaving no roof supports.
The LS-SVM employs a machine learning software package known for its quick operation, strong generalization, and ability to solve various practical problems, such as those involving small sample sizes, over-fitting, and high dimensions [21 23].
To uniquely identify the psbA origin based on nucleotide composition information, we chose to employ a machine learning technique called Support Vector Machine (SVM) [ 38].
PolyPhy employs a machine learning technique, BLR (Bayesian logistic regression) classifier, to identify possible bifurcating subtrees as polytomies from the trees resulted from ComPhy.
As a consequence, APE employs a machine-learning algorithm that is specifically designed to learn efficiently and rapidly not only what to suggest to the user but also when to make a suggestion.
We perform phylogenetic analysis of putative receptors with respect to the GRAFS classification system and employ a machine-learning approach for ligand-based classification of full-length Rhodopsin GPCRs.
Sly and the Family Stone's number-one pop hit "Family Affair" (1971), for example, employed a drum machine.
Besides the bombardment from four slide projectors and three movie cameras, the production employed a bubble machine, a fog maker and a sort of giant tuba under the theater with a 26-foot-long speaker, to reproduce a subway rumble.
To acquire the failure characteristics of SRM when loaded, we employed a CT machine to scan the entire structures of fractured specimens that experienced various loads.
