AIMC Topic: Cloud Computing

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A dynamic authorizable ciphertext image retrieval algorithm based on security neural network inference.

PloS one Oct 23, 2024
In this paper, we propose a dynamic authorizable ciphertext image retrieval scheme based on secure neural network inference that effectively enhances the security of image retrieval while preserving privacy. To ensure the privacy of the original imag...
Algorithms Humans Cloud Computing Information Storage and Retrieval Image Processing, Computer-Assisted Neural Networks, Computer Computer Security
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An empirical study for mitigating sustainable cloud computing challenges using ISM-ANN.

PloS one Sep 30, 2024
The significance of cloud computing methods in everyday life is growing as a result of the exponential advancement and refinement of artificial technology. As cloud computing makes more progress, it will bring with it new opportunities and threats th...
Humans Sustainable Development Neural Networks, Computer Cloud Computing Surveys and Questionnaires Computer Security
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Image Processing for Smart Agriculture Applications Using Cloud-Fog Computing.

Sensors (Basel, Switzerland) Sep 14, 2024
The widespread use of IoT devices has led to the generation of a huge amount of data and driven the need for analytical solutions in many areas of human activities, such as the field of smart agriculture. Continuous monitoring of crop growth stages e...
Agriculture Deep Learning Neural Networks, Computer Image Processing, Computer-Assisted Crops, Agricultural Algorithms Humans Cloud Computing
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Pilot deployment of a cloud-based universal medical image repository in a large public health system: A protocol study.

PloS one Aug 29, 2024
This paper outlines the protocol for the deployment of a cloud-based universal medical image repository system. The proposal aims not only at the deployment but also at the automatic expansion of the platform, incorporating Artificial Intelligence (A...
Artificial Intelligence Cloud Computing Databases, Factual Diagnostic Imaging Pilot Projects Public Health Humans Data Management Computer Security
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Deep learning and optimization enabled multi-objective for task scheduling in cloud computing.

Network (Bristol, England) Aug 20, 2024
In cloud computing (CC), task scheduling allocates the task to best suitable resource for execution. This article proposes a model for task scheduling utilizing the multi-objective optimization and deep learning (DL) model. Initially, the multi-objec...
Cloud Computing Algorithms Deep Learning Humans Neural Networks, Computer
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End-to-end reproducible AI pipelines in radiology using the cloud.

Nature communications Aug 13, 2024
Artificial intelligence (AI) algorithms hold the potential to revolutionize radiology. However, a significant portion of the published literature lacks transparency and reproducibility, which hampers sustained progress toward clinical translation. Al...
Artificial Intelligence Algorithms Humans Deep Learning Image Processing, Computer-Assisted Radiology Reproducibility of Results Neoplasms Cloud Computing
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Deformation depth decoupling network for point cloud domain adaptation.

Neural networks : the official journal of the International Neural Network Society Aug 12, 2024
Recently, point cloud domain adaptation (DA) practices have been implemented to improve the generalization ability of deep learning models on point cloud data. However, variations across domains often result in decreased performance of models trained...
Humans Neural Networks, Computer Deep Learning Cloud Computing Algorithms
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Towards consensual representation: Model-agnostic knowledge extraction for dual heterogeneous federated fault diagnosis.

Neural networks : the official journal of the International Neural Network Society Aug 9, 2024
Federated fault diagnosis has attracted increasing attention in industrial cloud-edge collaboration scenarios, where a ubiquitous assumption is that client models have the same architecture. Practically, this assumption cannot always be fulfilled due...
Cloud Computing Humans Neural Networks, Computer Algorithms
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An Edge-Cloud-Aided Private High-Order Fuzzy C-Means Clustering Algorithm in Smart Healthcare.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
Smart healthcare has emerged to provide healthcare services using data analysis techniques. Especially, clustering is playing an indispensable role in analyzing healthcare records. However, large multi-modal healthcare data imposes great challenges o...
Humans Algorithms Delivery of Health Care Cluster Analysis Deep Learning Cloud Computing Fuzzy Logic
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Conceptualization of Cloud-Based Motion Analysis and Navigation for Wearable Robotic Applications.

Sensors (Basel, Switzerland) Aug 2, 2024
The behavior of pedestrians in a non-constrained environment is difficult to predict. In wearable robotics, this poses a challenge, since devices like lower-limb exoskeletons and active orthoses need to support different walking activities, including...
Robotics Algorithms Human Activities Walking Wearable Electronic Devices Motion Cloud Computing Humans
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