AIMC Topic: Electric Power Supplies

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Data Valuation Algorithm for Inertial Measurement Unit-Based Human Activity Recognition.

Sensors (Basel, Switzerland) Dec 24, 2022
This paper proposes a data valuation algorithm for inertial measurement unit-based human activity recognition (IMU-based HAR) data based on meta reinforcement learning. Unlike previous studies that received feature-level input, the algorithm in this ...
Humans Neural Networks, Computer Algorithms Human Activities Electric Power Supplies
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An Efficient Dehazing Algorithm Based on the Fusion of Transformer and Convolutional Neural Network.

Sensors (Basel, Switzerland) Dec 21, 2022
The purpose of image dehazing is to remove the interference from weather factors in degraded images and enhance the clarity and color saturation of images to maximize the restoration of useful features. Single image dehazing is one of the most import...
Neural Networks, Computer Algorithms Weather Electric Power Supplies
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Application of Transformer Models to Landslide Susceptibility Mapping.

Sensors (Basel, Switzerland) Nov 23, 2022
Landslide susceptibility mapping (LSM) is of great significance for the identification and prevention of geological hazards. LSM is based on convolutional neural networks (CNNs); CNNs use fixed convolutional kernels, focus more on local information a...
Neural Networks, Computer Machine Learning Data Analysis Algorithms Electric Power Supplies
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Towards Online Ageing Detection in Transformer Oil: A Review.

Sensors (Basel, Switzerland) Oct 18, 2022
Transformers play an essential role in power networks, ensuring that generated power gets to consumers at the safest voltage level. However, they are prone to insulation failure from ageing, which has fatal and economic consequences if left undetecte...
Artificial Intelligence Reproducibility of Results Electric Power Supplies Maintenance
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Smartphone Sensor-Based Human Motion Characterization with Neural Stochastic Differential Equations and Transformer Model.

Sensors (Basel, Switzerland) Oct 2, 2022
With many conveniences afforded by advances in smartphone technology, developing advanced data analysis methods for health-related information from smartphone users has become a fast-growing research topic in the healthcare field. Along these lines, ...
Humans Neural Networks, Computer Smartphone Natural Language Processing Motion Electric Power Supplies
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ConvWin-UNet: UNet-like hierarchical vision Transformer combined with convolution for medical image segmentation.

Mathematical biosciences and engineering : MBE Sep 29, 2022
Convolutional Neural Network (CNN) plays a vital role in the development of computer vision applications. The depth neural network composed of U-shaped structures and jump connections is widely used in various medical image tasks. Recently, based on ...
Neural Networks, Computer Image Processing, Computer-Assisted Synapses Electric Power Supplies
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Adversarial attacks and adversarial robustness in computational pathology.

Nature communications Sep 29, 2022
Artificial Intelligence (AI) can support diagnostic workflows in oncology by aiding diagnosis and providing biomarkers directly from routine pathology slides. However, AI applications are vulnerable to adversarial attacks. Hence, it is essential to q...
Neural Networks, Computer Artificial Intelligence Workflow Knowledge Electric Power Supplies
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Intelligent Detection and Diagnosis of Power Failure Relying on BP Neural Network Algorithm.

Computational intelligence and neuroscience Sep 21, 2022
The development of economy and the needs of urban planning have led to the rapid growth of power applications and the corresponding frequent occurrence of power failures, which many times lead to a series of economic losses due to failure to repair i...
Neural Networks, Computer Algorithms Computer Simulation Feedback Electric Power Supplies
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Deep learning based optimal energy management for photovoltaic and battery energy storage integrated home micro-grid system.

Scientific reports Sep 7, 2022
The development of the advanced metering infrastructure (AMI) and the application of artificial intelligence (AI) enable electrical systems to actively engage in smart grid systems. Smart homes with energy storage systems (ESS) and renewable energy s...
Artificial Intelligence Deep Learning Computer Systems Electricity Electric Power Supplies
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A Robust Visual Tracking Method Based on Reconstruction Patch Transformer Tracking.

Sensors (Basel, Switzerland) Aug 31, 2022
Recently, the transformer model has progressed from the field of visual classification to target tracking. Its primary method replaces the cross-correlation operation in the Siamese tracker. The backbone of the network is still a convolutional neural...
Neural Networks, Computer Attention Electric Power Supplies
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