Results 11 to 20 of about 119,996 (266)

Effects of individual heterogeneity and multi-type information on the coupled awareness-epidemic dynamics in multiplex networks

open access: yesFrontiers in Physics, 2022
Awareness of epidemics can influence people’s behavior and further trigger changes in epidemic spreading. Previous studies concentrating on the coupled awareness-epidemic dynamics usually ignore the multi-type information and the heterogeneity of ...
Peiyu Chen   +8 more
doaj   +1 more source

A multilayer network model for studying the impact of non-pharmaceutical interventions implemented in response to COVID-19

open access: yesFrontiers in Physics, 2022
Non-pharmaceutical interventions (NPIs) are essential for the effective prevention and control of the COVID-19 pandemic. However, the scenarios for disease transmission are complicated and varied, and it remains unclear how real-world networks respond to
Peiyu Chen   +8 more
doaj   +1 more source

Prostate cancer prediction model: A retrospective analysis based on machine learning using the MIMIC-IV database

open access: yesIntelligent Pharmacy, 2023
Prostate cancer is a common malignant tumor in men and early diagnosis and treatment are crucial for the survival rate of patients. This study aimed to establish a machine learning-based prostate cancer prediction model to help physicians accurately ...
Wei Wang, Xin Jin
doaj   +1 more source

A Priority-Based Multicast Flow Scheduling Method for a Collaborative Edge Storage Datacenter Network

open access: yesIEEE Access, 2021
Edge storage, as a supplement to cloud storage, reduces latency by providing services in a timely and efficient manner near the source. In a collaborative edge storage datacenter network (CESN), not only does the edge storage datacenter (ESDC) that is ...
Wenlong Ke   +3 more
doaj   +1 more source

Keyframe image processing of semantic 3D point clouds based on deep learning

open access: yesFrontiers in Neurorobotics, 2023
With the rapid development of web technologies and the popularity of smartphones, users are uploading and sharing a large number of images every day. Therefore, it is a very important issue nowadays to enable users to discover exactly the information ...
Junxian Wang   +6 more
doaj   +1 more source

The Role of “Hierarchical and Classified Prevention and Control Measures (HCPC)” Strategy for SARS-CoV-2 Delta Variant in Guangzhou: A Modeling Study

open access: yesJournal of Epidemiology and Global Health, 2023
Background The Delta variant of SARS-COV-2 has replaced previously circulating strains around the world in 2021. Sporadic outbreaks of the Delta variant in China have posed a concern about how to properly respond to the battle against evolving COVID-19 ...
Yu Ma   +14 more
doaj   +1 more source

5G Charging Mechanism Based on Dynamic Step Size

open access: yesIEEE Access, 2023
In this work, a newly dynamic step size-based 5G charging mechanism was proposed with the introduction of random forest algorithm, user daily traffic forecast model, and RG distribution model for the pressure release on charging system caused by the ...
Na Chen   +6 more
doaj   +1 more source

The possibilities of an interactive multifunctional cloud portfolio for the individualization of education in primary school

open access: yesRUDN Journal of Informatization in Education, 2023
Problem statement . One of the priorities of the modern school is informatization and individualization of education. The implementation of these tasks can be facilitated by an electronic portfolio as a means for evaluating the individual educational ...
Tatyana V. Masharova   +2 more
doaj   +1 more source

Machine Learning-Based Identifications of COVID-19 Fake News Using Biomedical Information Extraction

open access: yesBig Data and Cognitive Computing, 2023
The spread of fake news related to COVID-19 is an infodemic that leads to a public health crisis. Therefore, detecting fake news is crucial for an effective management of the COVID-19 pandemic response. Studies have shown that machine learning models can
Faizi Fifita   +4 more
doaj   +1 more source

Actual Trends of Cloud Computing and Technologies in Optimization of Data Storage

open access: yesЦифрова платформа: інформаційні технології в соціокультурній сфері, 2020
The purpose of the article is to investigate and consider the general trends, problems and prospects of using cloud computing and technologies in data processing, in particular optimization of their storage. The research methodology consists of semantic
Olha Tkachenko   +2 more
doaj   +1 more source

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