First of all, it would be possible to include the rail crowding theory in the proposed modelling architecture by providing further important information which would enrich the analysis, enabling an estimate of en route passenger discomfort, perhaps even differentiating between passengers standing or sitting.
To understand M2M communications deeply, this paper presents a comprehensive review of M2M communication technology in terms of its system model architecture proposed by different standards developing organizations.
To facilitate dissemination, the cross-validation result was used to extract a simplified approximation to the complicated model architecture created by boosting.
It was shown that only the functional connectivity pattern of the posterior superior parietal area found in Experiment 1 agreed with the model architecture proposed by Verguts and Fias (2004).
Our model architecture is inspired by biological mechanisms and is based on neural representations of early visual cortex.
Our first model architecture is motivated by observations that as one progresses from sensory to prefrontal areas in the primate brain, neurons receive an increasing number of excitatory connections from their neighbors (Wang, 2001; Elston, 2007; Wang, 2008).
The model architecture of GRNNs is fixed by the fact that the number of input nodes is determined by the number of inputs m, the number of pattern nodes depends on the size of the observed input data n, and the nodes in the summation units always consist of two parts including a denominator node and a numerator node.
The present work improves on an existing model by optimizing the model architecture along with the key learning variables of the ANN and by making the model more generalizable to a wider variety of fuel candidate types, specifically the class of furans and furan derivatives, by including specific molecules for the model to incorporate.
The model architecture, which described 90 species connected by 162 interactions, was formulated by aggregating disparate molecular modules from literature.
These differences can be explained by differences in model architecture (Markov vs. microsimulation), different evidence bases for cardiovascular prediction (Framingham Heart Study cohort vs. Kaiser Permanente patients), and isolated versus interdependent prediction of cardiovascular events.
