AIMC Topic: Forecasting

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Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources.

Sensors (Basel, Switzerland) Apr 6, 2022
Many data related problems involve handling multiple data streams of different types at the same time. These problems are both complex and challenging, and researchers often end up using only one modality or combining them via a late fusion based app...
Information Storage and Retrieval Weather Neural Networks, Computer Temperature Forecasting
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Artificial intelligence in bladder cancer: current trends and future possibilities.

Chinese medical journal Apr 5, 2022
Humans Urinary Bladder Neoplasms Rare Diseases Forecasting Artificial Intelligence
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A Human Resource Demand Forecasting Method Based on Improved BP Algorithm.

Computational intelligence and neuroscience Mar 29, 2022
Human resources are the first resource for enterprise development, and a reasonable human resource structure will increase the effectiveness of an enterprise's human resource input and output. The reality is that even if an enterprise designs a human...
Forecasting Neural Networks, Computer Resource Allocation Algorithms Workforce Humans
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Machine learning in medical applications: A review of state-of-the-art methods.

Computers in biology and medicine Mar 28, 2022
Applications of machine learning (ML) methods have been used extensively to solve various complex challenges in recent years in various application areas, such as medical, financial, environmental, marketing, security, and industrial applications. ML...
Forecasting Machine Learning Reproducibility of Results Brain
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China's Economic Forecast Based on Machine Learning and Quantitative Easing.

Computational intelligence and neuroscience Mar 26, 2022
In this paper, six variables, including export value, real exchange rate, Chinese GDP, and US IPI, and their seasonal variables, are used as determinants to model and forecast China's export value to the US using three methods: BP neural network, ARI...
Machine Learning China Neural Networks, Computer Forecasting Computer Simulation
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Generative adversarial networks for biomedical time series forecasting and imputation.

Journal of biomedical informatics Mar 25, 2022
In the present systematic review we identified and summarised current research activities in the field of time series forecasting and imputation with the help of generative adversarial networks (GANs). We differentiate between imputation which descri...
Time Factors Bibliometrics Forecasting Research Design Neural Networks, Computer
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New double decomposition deep learning methods for river water level forecasting.

The Science of the total environment Mar 24, 2022
Forecasting river water levels or streamflow water levels (SWL) is vital to optimising the practical and sustainable use of available water resources. We propose a new deep learning hybrid model for SWL forecasting using convolutional neural networks...
Deep Learning Water Forecasting Rivers Australia Neural Networks, Computer
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Research and Forecast Analysis of Financial Stability for Policy Uncertainty.

Computational intelligence and neuroscience Mar 24, 2022
The instability of financial market will have a great impact on money, bonds, and stocks and affect the economic development of society and people's lives. Therefore, it is very necessary for us to study and predict the financial stability. According...
Uncertainty Forecasting Policy Algorithms Humans Neural Networks, Computer
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An Intelligent Classification Method of Multisource Enterprise Financial Data Based on SAS Model.

Computational intelligence and neuroscience Mar 24, 2022
An enterprise is often faced with a large amount of financial information and data information. It is inefficient to rely solely on manual work, and the accuracy is difficult to guarantee. For the multisource data of corporate finance, it is more dif...
Algorithms Neural Networks, Computer Forecasting Financial Management Intelligence
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[Artificial Intelligence: Challenges and Applications in Intensive Care Medicine].

Anasthesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie : AINS Mar 23, 2022
The high workload in intensive care medicine arises from the exponential growth of medical knowledge, the flood of data generated by the permanent and intensive monitoring of intensive care patients, and the documentation burden. Artificial intellige...
Humans Artificial Intelligence Critical Care Algorithms Machine Learning Forecasting
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