AIMC Topic: Cloud Computing

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HSPC-Net: A hierarchical shape-preserving completion network for machine part point cloud completion.

PloS one Aug 11, 2025
With the continuous advancement of 3D scanning technology, point cloud data of mechanical components has found widespread applications in industrial design, manufacturing, and repair. However, due to limitations in scanning precision and acquisition ...
Algorithms Imaging, Three-Dimensional Cloud Computing Neural Networks, Computer
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Metagenomics-Toolkit: the flexible and efficient cloud-based metagenomics workflow featuring machine learning-enabled resource allocation.

NAR genomics and bioinformatics Jul 17, 2025
The metagenome analysis of complex environments with thousands of datasets, such as those in the Sequence Read Archive, requires substantial computational resources for it to be completed within a reasonable time frame. Efficient use of infrastructur...
Software Workflow Cloud Computing Metagenome Metagenomics Machine Learning
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A hybrid fog-edge computing architecture for real-time health monitoring in IoMT systems with optimized latency and threat resilience.

Scientific reports Jul 15, 2025
The advancement of the Internet of Medical Things (IoMT) has transformed healthcare delivery by enabling real-time health monitoring. However, it introduces critical challenges related to latency and, more importantly, the secure handling of sensitiv...
Humans Monitoring, Physiologic Internet of Things Cloud Computing Computer Security
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Enhancing remote patient monitoring with AI-driven IoMT and cloud computing technologies.

Scientific reports Jul 5, 2025
The rapid advancement of the Internet of Medical Things (IoMT) has revolutionized remote healthcare monitoring, enabling real-time disease detection and patient care. This research introduces a novel AI-driven telemedicine framework that integrates I...
Monitoring, Physiologic Telemedicine Artificial Intelligence Algorithms Remote Patient Monitoring Internet of Things Cloud Computing Humans
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Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Scientific reports May 23, 2025
Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using electroencephalogram (EEG) and deep learning. To tackle this, we developed a cloud-based computer-aided depression diagnostic (CCADD) system that utiliz...
Neural Networks, Computer COVID-19 SARS-CoV-2 Deep Learning Adult Depression Female Depressive Disorder, Major Wavelet Analysis Male Diagnosis, Computer-Assisted Humans Cloud Computing Middle Aged Electroencephalography
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An intelligent framework for crop health surveillance and disease management.

PloS one May 23, 2025
The agricultural sector faces critical challenges, including significant crop losses due to undetected plant diseases, inefficient monitoring systems, and delays in disease management, all of which threaten food security worldwide. Traditional approa...
Internet of Things Crops, Agricultural Cloud Computing Plant Diseases Deep Learning Agriculture Humans Neural Networks, Computer
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment.

Scientific reports Apr 19, 2025
Denial of Wallet (DoW) attacks are a cyber threat designed to utilize and deplete an organization's financial resources by generating excessive prices or charges in their cloud computing (CC) and serverless computing platforms. These threats are prim...
Recurrent Neural Networks Computer Security Neural Networks, Computer Algorithms Cloud Computing Heuristics
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Adaptive token selection for scalable point cloud transformers.

Neural networks : the official journal of the International Neural Network Society Apr 17, 2025
The recent surge in 3D data acquisition has spurred the development of geometric deep learning models for point cloud processing, boosted by the remarkable success of transformers in natural language processing. While point cloud transformers (PTs) h...
Algorithms Deep Learning Natural Language Processing Humans Neural Networks, Computer Cloud Computing
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Toward a conceptual model to improve the user experience of a sustainable and secure intelligent transport system.

Acta psychologica Mar 12, 2025
The rapid advancement of automotive technologies has spurred the development of innovative applications within intelligent transportation systems (ITS), aimed at enhancing safety, efficiency and sustainability. These applications, such as advanced dr...
Models, Theoretical Automobile Driving Humans Artificial Intelligence Cloud Computing Transportation
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Optimized Adaboost Support Vector Machine-Based Encryption for Securing IoT-Cloud Healthcare Data.

Sensors (Basel, Switzerland) Jan 25, 2025
The Internet of Things (IoT) connects various medical devices that enable remote monitoring, which can improve patient outcomes and help healthcare providers deliver precise diagnoses and better service to patients. However, IoT-based healthcare mana...
Confidentiality Delivery of Health Care Internet of Things Cloud Computing Support Vector Machine Humans Computer Security Boosting Machine Learning Algorithms Algorithms
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