AIMC Topic: Cloud Computing

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Research on cloud manufacturing service recommendation based on graph neural network.

PloS one Sep 26, 2023
There are an increasing number of manufacturing service resources appeared on the cloud manufacturing (CMfg) service platform recently, which leads to a serious information overloading problem to the enterprises that need these resources. To tackle t...
Commerce Correlation of Data Neural Networks, Computer Cloud Computing Algorithms
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Evaluating the ability of an artificial-intelligence cloud-based platform designed to provide information prior to locoregional therapy for breast cancer in improving patient's satisfaction with therapy: The CINDERELLA trial.

PloS one Aug 3, 2023
BACKGROUND: Breast cancer therapy improved significantly, allowing for different surgical approaches for the same disease stage, therefore offering patients different aesthetic outcomes with similar locoregional control. The purpose of the CINDERELLA...
Cloud Computing Intelligence Patient Satisfaction Breast Neoplasms Prospective Studies Female Humans Artificial Intelligence
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System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture.

IEEE journal of biomedical and health informatics Jun 30, 2023
Bedside falls and pressure ulcers are crucial issues in geriatric care. Although many bedside monitoring systems have been proposed, they are limited by the computational complexity of their algorithms. Moreover, most of the data collected by the sen...
Artificial Intelligence Humans Algorithms Neural Networks, Computer Sleep Aged Cloud Computing Posture
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PCRMLP: A Two-Stage Network for Point Cloud Registration in Urban Scenes.

Sensors (Basel, Switzerland) Jun 20, 2023
Point cloud registration plays a crucial role in 3D mapping and localization. Urban scene point clouds pose significant challenges for registration due to their large data volume, similar scenarios, and dynamic objects. Estimating the location by ins...
Neural Networks, Computer Machine Learning Cloud Computing
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Serverless Prediction of Peptide Properties with Recurrent Neural Networks.

Journal of chemical information and modeling Apr 3, 2023
We present three deep learning sequence-based prediction models for peptide properties including hemolysis, solubility, and resistance to nonspecific interactions that achieve comparable results to the state-of-the-art models. Our sequence-based solu...
Neural Networks, Computer Machine Learning Peptides Reproducibility of Results Cloud Computing
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Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions.

Medical image analysis Jan 23, 2023
Diffusion MRI tractography is an advanced imaging technique that enables in vivo mapping of the brain's white matter connections. White matter parcellation classifies tractography streamlines into clusters or anatomically meaningful tracts. It enable...
Humans Diffusion Tensor Imaging Brain Image Processing, Computer-Assisted Cloud Computing Infant, Newborn White Matter Deep Learning
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A sustainable and secure load management model for green cloud data centres.

Scientific reports Jan 10, 2023
The massive upsurge in cloud resource demand and inefficient load management stave off the sustainability of Cloud Data Centres (CDCs) resulting in high energy consumption, resource contention, excessive carbon emission, and security threats. In this...
Cloud Computing Neural Networks, Computer Algorithms
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JUNO Project: Deployment and Validation of a Low-Cost Cloud-Based Robotic Platform for Reliable Smart Navigation and Natural Interaction with Humans in an Elderly Institution.

Sensors (Basel, Switzerland) Jan 2, 2023
This paper describes the main results of the JUNO project, a proof of concept developed in the Region of Murcia in Spain, where a smart assistant robot with capabilities for smart navigation and natural human interaction has been developed and deploy...
Cloud Computing Exercise Robotics Natural Language Processing Robotic Surgical Procedures Humans Aged
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Novel Method for Determining Internal Combustion Engine Dysfunctions on Platform as a Service.

Sensors (Basel, Switzerland) Jan 2, 2023
This article deals with a unique, new powertrain diagnostics platform at the level of a large number of EU25 inspection stations. Implemented method uses emission measurement data and additional data from significant sample of vehicles. An original t...
Machine Learning Vehicle Emissions Cloud Computing Gasoline
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Energy saving strategy of cloud data computing based on convolutional neural network and policy gradient algorithm.

PloS one Dec 30, 2022
Cloud Data Computing (CDC) is conducive to precise energy-saving management of user data centers based on the real-time energy consumption monitoring of Information Technology equipment. This work aims to obtain the most suitable energy-saving strate...
Cloud Computing Physical Phenomena Algorithms Computer Simulation Neural Networks, Computer
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