AIMC Topic: Forecasting

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A Dynamic Prediction Neural Network Model of Cross-Border e-Commerce Sales for Virtual Community Knowledge Sharing.

Computational intelligence and neuroscience Oct 10, 2022
In this paper, a neural network algorithm is used to conduct in-depth research and analysis on the sales dynamics prediction of virtual community knowledge sharing in cross-border e-commerce. Both the expected returns and the social network structure...
Forecasting Humans Neural Networks, Computer Algorithms Factor Analysis, Statistical Commerce
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Deep learning-based neural networks for day-ahead power load probability density forecasting.

Environmental science and pollution research international Oct 6, 2022
Energy efficiency is crucial to greenhouse gas (GHG) emission pathways reported by the Intergovernmental Panel on Climate Change. Electrical overload frequently occurs and causes unwanted outages in distribution networks, which reduces energy utiliza...
Neural Networks, Computer Forecasting Probability Greenhouse Gases Deep Learning Reproducibility of Results
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Photovoltaic Power Generation Forecasting Using a Novel Hybrid Intelligent Model in Smart Grid.

Computational intelligence and neuroscience Oct 6, 2022
The exponential growth of electrical demand and the integration of renewable energy sources (RES) brought new challenges in the traditional grid about energy quality. The transition from traditional grid to smart grid is the best solution which provi...
Forecasting Cameroon Models, Theoretical Support Vector Machine Neural Networks, Computer
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Multi-Section Traffic Flow Prediction Based on MLR-LSTM Neural Network.

Sensors (Basel, Switzerland) Oct 4, 2022
As the aggravation of road congestion leads to frequent traffic crashes, it is necessary to relieve traffic pressure through traffic flow prediction. As well, the traffic flow of the target road section to be predicted is also closely related to the ...
Accidents, Traffic Forecasting Neural Networks, Computer
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A Hybrid Model Based on Improved Transformer and Graph Convolutional Network for COVID-19 Forecasting.

International journal of environmental research and public health Sep 30, 2022
The coronavirus disease 2019 (COVID-19) has spread rapidly around the world since 2020, with a significant fatality rate. Until recently, numerous countries were unable to adequately control the pandemic. As a result, COVID-19 trend prediction has be...
Forecasting Humans Neural Networks, Computer COVID-19 Time Factors
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Recent advances in applications of artificial intelligence in solid waste management: A review.

Chemosphere Sep 29, 2022
Efficient management of solid waste is essential to lessen its potential health and environmental impacts. However, the current solid waste management practices encounter several challenges. The development of effective waste management systems using...
Waste Management Reproducibility of Results Solid Waste Forecasting Artificial Intelligence
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Research on Wind Power Short-Term Forecasting Method Based on Temporal Convolutional Neural Network and Variational Modal Decomposition.

Sensors (Basel, Switzerland) Sep 29, 2022
Wind energy reserves are large worldwide, but their randomness and volatility hinder wind power development. To promote the utilization of wind energy and improve the accuracy of wind power prediction, we comprehensively consider the influence of win...
Neural Networks, Computer Forecasting Algorithms Computer Simulation
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Predicting respiratory motion using a novel patient specific dual deep recurrent neural networks.

Biomedical physics & engineering express Sep 29, 2022
Real-time tracking of a target volume is a promising solution for reducing the planning margins and both dosimetric and geometric uncertainties in the treatment of thoracic and upper-abdomen cancers. Respiratory motion prediction is an integral part ...
Humans Neural Networks, Computer Respiratory Rate Forecasting Motion Algorithms
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Forecasting Slope Displacement of the Agricultural Mountainous Area Based on the ACO-SVM Model.

Computational intelligence and neuroscience Sep 29, 2022
Due to the combined influence of complex engineering geological conditions and environmental factors from agricultural mountainous areas, the evolution of slope deformation is complicated and nonlinear. Support vector machine (SVM) technology could e...
Support Vector Machine Data Mining Humans Forecasting Algorithms
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Radiomics in neuro-oncological clinical trials.

The Lancet. Digital health Sep 28, 2022
The development of clinical trials has led to substantial improvements in the prevention and treatment of many diseases, including brain cancer. Advances in medicine, such as improved surgical techniques, the development of new drugs and devices, the...
Brain Neoplasms Image Processing, Computer-Assisted Forecasting Clinical Trials as Topic Diagnostic Imaging Artificial Intelligence Humans
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