AIMC Topic: Forecasting

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Carbon price forecasting: a novel deep learning approach.

Environmental science and pollution research international Mar 19, 2022
Carbon emission trading market promotes carbon emission reduction effectively. Accurate carbon price forecasting is crucial for relevant policy makers and investors. However, due to the non-linearity, uncertainty, and complexity of carbon prices, the...
Deep Learning Carbon Forecasting Neural Networks, Computer
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A hybrid deep learning model for forecasting lymphocyte depletion during radiation therapy.

Medical physics Mar 16, 2022
PURPOSE: Recent studies have shown that severe depletion of the absolute lymphocyte count (ALC) induced by radiation therapy (RT) has been associated with poor overall survival of patients with many solid tumors. In this paper, we aimed to predict ra...
Neural Networks, Computer Forecasting Humans Chemoradiotherapy Lymphocyte Depletion Deep Learning Esophageal Neoplasms
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Artificial Intelligence in Dentistry-Narrative Review.

International journal of environmental research and public health Mar 15, 2022
Nowadays, artificial intelligence (AI) is becoming more important in medicine and in dentistry. It can be helpful in many fields where the human may be assisted and helped by new technologies. Neural networks are a part of artificial intelligence, an...
Medicine Forecasting Dentistry Neural Networks, Computer Humans Artificial Intelligence
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Human Resource Planning and Configuration Based on Machine Learning.

Computational intelligence and neuroscience Mar 15, 2022
Human resources are the core resources of an enterprise, and the demand forecasting plays a vital role in the allocation and optimization of human resources. Starting from the basic concepts of human resource forecasting, this paper employs the backp...
Forecasting Workforce Neural Networks, Computer Humans Resource Allocation Machine Learning
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Gauging the Impact of Artificial Intelligence and Mathematical Modeling in Response to the COVID-19 Pandemic: A Systematic Review.

BioMed research international Mar 14, 2022
While the world continues to grapple with the devastating effects of the SARS-nCoV-2 virus, different scientific groups, including researchers from different parts of the world, are trying to collaborate to discover solutions to prevent the spread of...
Decision Making, Computer-Assisted Machine Learning COVID-19 Artificial Intelligence SARS-CoV-2 Humans Algorithms Cohort Studies Forecasting
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[Artificial intelligence (AI) in radiology? : Do we need as many radiologists in the future?].

Der Urologe. Ausg. A Mar 11, 2022
We are in the middle of a digital revolution in medicine. This raises the question of whether subjects such as radiology, which is superficially concerned with the interpretation of images, will be particularly changed by this revolution. In particul...
Humans Artificial Intelligence Radiology Radiologists Forecasting Radiography
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[Will medical decisions be made by artificial intelligence in the future? : The tricorder from Star Trek takes charge of the bridge].

Dermatologie (Heidelberg, Germany) Mar 10, 2022
Forecasting Artificial Intelligence
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Water quality forecasting based on data decomposition, fuzzy clustering and deep learning neural network.

Environmental pollution (Barking, Essex : 1987) Mar 10, 2022
Water quality forecasting can provide useful information for public health protection and support water resources management. In order to forecast water quality more accurately, this paper proposes a novel hybrid model by combining data decomposition...
Water Quality Neural Networks, Computer Forecasting Deep Learning Cluster Analysis
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A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems.

International journal of neural systems Mar 8, 2022
Nonlinear spiking neural P (NSNP) systems are a recently developed theoretical model, which is abstracted by nonlinear spiking mechanism of biological neurons. NSNP systems have a nonlinear structure and the potential to describe nonlinear dynamic sy...
Forecasting Time Factors Nonlinear Dynamics Wavelet Analysis Neural Networks, Computer
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Deep Learning in Healthcare System for Quality of Service.

Journal of healthcare engineering Mar 8, 2022
Deep learning (DL) and machine learning (ML) have a pivotal role in logistic supply chain management and smart manufacturing with proven records. The ability to handle large complex data with minimal human intervention made DL and ML a success in the...
Forecasting Delivery of Health Care Deep Learning Humans Image Processing, Computer-Assisted Machine Learning
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