The advantages of the kernel-based machine learning framework are: that it easily allows incorporating the combinatorial fragmentation trees by kernelizing the model; that it can query molecular structure databases which are much larger than MS/MS spectral libraries; and that molecular fingerprints can help to characterize the unknown metabolite and may shed light for de novo identification.
It can handle both electric and thermal loads at different scales (building, city) and allows incorporating different flexibility strategies.
Further, this methodology allows incorporating structural modifications of the optimization problem context (degrees of freedom).
We consider the product allocation problem in logistics engineering, which allows incorporating various aspects in horizontal and vertical direction.
The procedure proposed involves a four-parameter logistic dose-response model, which allows incorporating spontaneous effects as well as non-effects due to an insusceptible subpopulation.
The proposed extension of the GPR model to the MIMO framework allows incorporating the relationships between the different response variables in order to generate a vector of predictions.
The resulting solutions offer an effective tool to characterize alluvial aquifers resulting from fluvial processes, which allows incorporating the stochasticity of the paleoflow velocity.
A sub-optimal two-level hierarchical control structure is proposed that allows incorporating the desired controller functions and yet making the synthesis of these functions possible.
This means that that will show that an inexact version of the algorithms allows incorporating summable errors that also converge to a solution of VI (1.1) and, moreover, their superiorized version can be introduced by choosing the perturbations.
The latter allows incorporating into biogeographic inference estimates of the divergence time between lineages (usually based on DNA sequences) and external sources of evidence, such as information on past climate and geography, the organism fossil record, or its ecological tolerance.
