AIMC Topic: Forecasting

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A two-stage interval-valued carbon price forecasting model based on bivariate empirical mode decomposition and error correction.

Environmental science and pollution research international Jun 3, 2023
Economic development has brought about global greenhouse gas emissions and, thus, global climate change, a common challenge worldwide and urgently needs to be addressed. Accurate carbon price forecasting plays a pivotal role in providing a reasonable...
Neural Networks, Computer Artificial Intelligence Carbon Commerce China Forecasting
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The regulatory environment for artificial intelligence-enabled devices in the United States.

Seminars in vascular surgery May 27, 2023
The regulatory environment in the United States has not kept pace with the rapidly developing market for artificial intelligence (AI)-enabled devices. The number of AI-enabled devices has increased year after year. All of these devices are registered...
United States Food and Drug Administration Forecasting Humans Artificial Intelligence Radiology United States
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Artificial intelligence in assisted reproductive technology: how best to optimize this tool of the future.

Fertility and sterility May 19, 2023
Artificial intelligence, at a simple level, involves the use of a computer that can perform "human" functions: learning from experience, adjusting to new inputs, and simulating human intelligence performing human tasks. This Views and Reviews brings ...
Forecasting Humans Artificial Intelligence
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Recurrent neural network modeling of multivariate time series and its application in temperature forecasting.

PloS one May 19, 2023
Temperature forecasting plays an important role in human production and operational activities. Traditional temperature forecasting mainly relies on numerical forecasting models to operate, which takes a long time and has higher requirements for the ...
Bayes Theorem Neural Networks, Computer Temperature Time Factors Forecasting China Humans
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Clinical approaches for integrating machine learning for patients with lymphoma: Current strategies and future perspectives.

British journal of haematology May 11, 2023
Machine learning (ML) approaches have been applied in the diagnosis and prediction of haematological malignancies. The consideration of ML algorithms to complement or replace current standard of care approaches requires investigation into the methods...
Forecasting Prognosis Algorithms Lymphoma Machine Learning Humans
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A comparative study of data-driven models for runoff, sediment, and nitrate forecasting.

Journal of environmental management May 8, 2023
Effective prediction of qualitative and quantitative indicators for runoff is quite essential in water resources planning and management. However, although several data-driven and model-driven forecasting approaches have been employed in the literatu...
Algorithms Forecasting Neural Networks, Computer Water Resources Nitrates
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Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects.

European radiology experimental May 8, 2023
Artificial intelligence (AI) is transforming the field of medical imaging and has the potential to bring medicine from the era of 'sick-care' to the era of healthcare and prevention. The development of AI requires access to large, complete, and harmo...
Diagnostic Imaging Humans Forecasting Artificial Intelligence Big Data Neoplasms
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Application of grey feed forward back propagation-neural network model based on wavelet denoising to predict the residual settlement of goafs.

PloS one May 4, 2023
To study the residual settlement of goaf's law and prediction model, we investigated the Mentougou mining area in Beijing as an example. Using MATLAB software, the wavelet threshold denoising method was used to optimize measured data, and the grey mo...
Neural Networks, Computer Forecasting Engineering Wavelet Analysis Reproduction
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Characteristic mango price forecasting using combined deep-learning optimization model.

PloS one Apr 13, 2023
Accurate product price forecasting is helpful for scientific decision-making and precise industrial planning. As a characteristic fruit that drives regional development, mango price prediction is of great significance to several economies. However, o...
Mangifera Neural Networks, Computer Deep Learning China Forecasting
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A Prediction Model Based on Gated Nonlinear Spiking Neural Systems.

International journal of neural systems Apr 12, 2023
Nonlinear spiking neural P (NSNP) systems are one of neural-like membrane computing models, abstracted by nonlinear spiking mechanisms of biological neurons. NSNP systems have a nonlinear structure and can show rich nonlinear dynamics. In this paper,...
Neural Networks, Computer Time Factors Forecasting Nonlinear Dynamics Neurons
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