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We introduce the influence field, which can be estimated from a network of binary sensors, as the basis for a novel classifier.
We introduce the influence diffusion model (IDM) that formalizes the process of identifying the influence of people, messages, and terms mathematically.
Since the probability matrices of the DPA introduce the influence of target pixels on adjacent pixels, these influenced pixels might accumulate higher values than unaffected pixels (background), and can be regarded as target pixels.
In this context, we introduce the influence graph (Fig. 2) as a labeled multiplex graph (G=(U,E)), where U is the set of nodes represented by users, and E is the set of links that model the different relations (r in R) between nodes.
The Adaptive Poisson-Boltzmann Solver (APBS) is used as a back-end for solving the PB equation, and a Java-based graphical user interface (GUI) coordinates a set of routines that introduce the influence of the membrane, determine its placement relative to the protein, and set the membrane potential.
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Then, by introducing the influence factors of stress gradient and microhardness gradient, a fatigue strength prediction model is proposed to correlate the fatigue strength of untreated and treated samples.
The selection procedure introduces the influence of the fitness function to the genetic algorithm optimization process.
Swamidass et al. [5] introduced the Influence Relevance Voter, an interpretable method based on a supervised artificial neural network in combination with a k-nearest neighbor approach.
The estimation of the localization parameter θ can be found by calculating the partial derivative of ρ with respect to θ introducing the influence function ψ x, θ) = ∂ ρ x, θ)/ ∂ θ, ∑ i = 1 n ψ x i − θ = 0 (5).
He consistently related his approach to the study of personality to his social interests and was one of a growing number of psychologists who sought to introduce the leavening influence of humanism into psychology.
Barbieri et al. [16] introduce the topic-aware influence diffusion models TIC and TLT as extensions to the IC and LT models.
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