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Article Open access 25 March 2025 Heat source modeling, penetration analysis and parametric optimization of super spray MAG welding Article Open access 09 June 2023 Introduction Resistance spot welding (RSW) is widely employed in manufacturing sectors for sheet metal joining because of its high spe...
So, we use a metric on 55 datasets to evaluate the combined effect of the network. Here we use the mean per class error (MPCE) proposed by Wang et al. [31] to obtain the overall error rate. The following is the specific formula for calculating MPCE:...
As digital health technology becomes more pervasive, machine learning (ML) provides a robust way to analyze and interpret the myriad of collected features. The purpose of this preliminary work was to use ML classification to assess the benefits and relev
This is an Open Access article is distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/2.0 ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Reprints and ...
Using a query read’s similarity to the elements of the screen, the methods predict the source of the read. Such an approach requires limited pre-processing, stores and works with only a subset of the input data, and is able to perform classification with a high degree of accuracy. ...
(GO) system, CO was one of the first open-source, automated functional group ontologies to be formalized. CO functional groups can be automatically assigned to a given structure by Checkmol [23], a freely available program. CO’s assignment of functional groups is accurate and consistent, and...
Article Open access 29 September 2023 Introduction Turtles, order Testudines, are major biodiversity components of the ecosystems they inhabit, and often serve as keystone species beneficial to other animals and plants1,2. However, most turtles are endangered due to indiscriminate global trade2,3. Tu...
Owing to the diversity of pulse-wave morphology, pulse-based diagnosis is difficult, especially pulse-wave-pattern classification (PWPC). A powerful method for PWPC is a convolutional neural network (CNN). It outperforms conventional methods in pattern c