In addition, we report the interpretability of the model (Fig.6) using the Grad-CAM algorithm19. This visualization method displays how each pixel within a grid contributes to the overall economic development score of that image. Figure6Ashows how the heatmap, plotted based on gradients of the...
an automatic Method-level Bug Localization approach, which utilises code Summarization, Historical fixed bugs and code Length, is presented. Based on the code summarization technology, this approach first supplements the comment for uncommented code, and then calculates the Word2vec vector and Term ...
Various Bayesian loss functions were used to jointly monitor process deviations from the mean and variance of normally distributed processes. Our study proposes the mechanism of using a function-based adaptive method that picks self-adjusting weights incorporated in Bayesian Max-EWMA for the estimation ...
Sustainable groundwater management-problems and scientific tool. Episodes 26 (4), 279-284. [29] Langrudi, M.A.O., Khashei Siuki, A., Javadi, S., Hashemi, S.R., 2016. Evaluation of vulnerability of aquifers by improved fuzzy drastic method:case study:Aastane Kochesfahan plain in ...
4.1. Constraint handling technique Due to presence of constraints in the optimization problems, it is not an easy to find the feasible solution of the problem which optimize the performance of the system. For this, penalty function method has been used for handling the constraints. The main func...
Each method and models have its own pros and cons. In supervised learning models, machines are trained based on predefined labelled data such as categorization of materials structures, chemical properties and predict future properties. The objective of the supervised learning model is to establish a ...
Several fixation techniques for distal interphalangeal (DIP) joint arthrodesis have been described, with good clinical results and complication rates between 10% and 20%. We propose an alternative technique and fixation method using a lateral approach and 1.3-mm plate and screws fixation. Between Mar...
Within the framework of our research we considered responses “dialectical” if they were made up through implementation of the operation of dialectical mediation (the “What can be simultaneously?” technique) and the operation of dialectical transaction (the “an unusual tree” method). ...
DNA is a compelling alternative to non-volatile information storage technologies due to its information density, stability, and energy efficiency. Previous studies have used artificially synthesized DNA to store data and automated next-generation sequenc
We utilise a combination of 2D and 3D CNNs to build the 2D3DGAN, which can use both the supervised deep-learning method and the adversarial networks, i.e. G and D networks. We remark that the 2D3DGAN is robust to increasing Reynolds number and the complexity of the flow. To perform ...