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:...
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In online public opinion events, key figures are crucial to the formation and diffusion of public opinion, to the evolution and dissemination of topics, and to the guidance and transformation of the direction of public opinion. Based on the four-dimensio
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
Cloud computing provides outsourcing of computing services at a lower cost, making it a popular choice for many businesses. In recent years, cloud data storage has gained significant success, thanks to its advantages in maintenance, performance, support,
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...
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(...
In our work, we trained and validated the classifier using open-source software: Python 3.0 and the Google Collaboratory Pro platform46, equipped with a GPU: 1xTesla K80, featuring 2496 CUDA cores and a compute capability of 3.7. It has 12 GB of GDDR5 VRAM (11.439 GB usable). To devel...
To understand the function of cortical circuits, it is necessary to catalog their cellular diversity. Past attempts to do so using anatomical, physiological or molecular features of cortical cells have not resulted in a unified taxonomy of neuronal or glial cell types, partly due to limited data....