AIMC Topic: Forecasting

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Prediction of Purchase Volume of Cross-Border e-Commerce Platform Based on BP Neural Network.

Computational intelligence and neuroscience Apr 15, 2022
As a new form of foreign trade, cross-border e-commerce has huge development potential. Although the development prospect of cross-border e-commerce is good, the management of global supply chain is very important in order to gain a place in the fier...
Forecasting Neural Networks, Computer Commerce Consumer Behavior Algorithms
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A Novel Encoder-Decoder Model for Multivariate Time Series Forecasting.

Computational intelligence and neuroscience Apr 14, 2022
The time series is a kind of complex structure data, which contains some special characteristics such as high dimension, dynamic, and high noise. Moreover, multivariate time series (MTS) has become a crucial study in data mining. The MTS utilizes the...
Neural Networks, Computer Data Mining Big Data Forecasting Time Factors
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Multimodal molecular imaging in drug discovery and development.

Drug discovery today Apr 13, 2022
In addition to individual imaging techniques, the combination and integration of several imaging techniques, so-called multimodal imaging, can provide large amounts of anatomical, functional, and molecular information accelerating drug discovery and ...
Artificial Intelligence Drug Discovery Molecular Imaging Forecasting
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Artificial intelligence in prostate cancer: Definitions, current research, and future directions.

Urologic oncology Apr 13, 2022
Multiple novel modalities tasking artificial intelligence based computational pathology applications and integrating other variables, such as risk factors, tumor microenvironment, genomic testing data, laboratory findings, clinical history, and radio...
Artificial Intelligence Forecasting Humans Prostatic Neoplasms Male Tumor Microenvironment
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Deep learning time series prediction models in surveillance data of hepatitis incidence in China.

PloS one Apr 13, 2022
BACKGROUND: Precise incidence prediction of Hepatitis infectious disease is critical for early prevention and better government strategic planning. In this paper, we presented different prediction models using deep learning methods based on the month...
Incidence China Forecasting Humans Hepatitis Time Factors Deep Learning
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[Artificial intelligence: a solution for the lack of pathologists?].

Der Pathologe Apr 11, 2022
Given the rapid developments, there is no doubt that artificial intelligence (AI) will substantially impact pathological diagnostics. However, it remains an open question if AI will primarily be another diagnostic tool, such as immunohistochemistry, ...
Pathology, Molecular Artificial Intelligence Immunohistochemistry Humans Pathologists Forecasting
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Interval type-2 fuzzy computational model for real time Kalman filtering and forecasting of the dynamic spreading behavior of novel Coronavirus 2019.

ISA transactions Apr 8, 2022
This paper presents a computational model based on interval type-2 fuzzy systems for analysis and forecasting of COVID-19 dynamic spreading behavior. The proposed methodology is related to interval type-2 fuzzy Kalman filters design from experimental...
Forecasting Fuzzy Logic SARS-CoV-2 COVID-19 Algorithms Humans
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Prediction for Origin-Destination Distribution of Dockless Shared Bicycles: A Case Study in Nanjing City.

Frontiers in public health Apr 8, 2022
Shared bicycles are currently widely welcomed by the public due to their flexibility and convenience; they also help reduce chemical emissions and improve public health by encouraging people to engage in physical activities. However, during their dev...
Neural Networks, Computer Humans Forecasting Algorithms
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Deep Data Analysis-Based Agricultural Products Management for Smart Public Healthcare.

Frontiers in public health Apr 7, 2022
Agricultural is an indispensably public healthcare industry for human beings at any time and smart management of it is of great significance. Since substantial technical advance relies on long-term efforts and continuous progress, reasonably scheduli...
Delivery of Health Care Agriculture Neural Networks, Computer Forecasting Humans Data Analysis
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Forecasting carbon emissions from energy consumption in Guangdong Province, China with a novel grey multivariate model.

Environmental science and pollution research international Apr 6, 2022
Carbon dioxide has a significant impact on global climate change due to its natural greenhouse effect. The objective and credible forecast of carbon emissions is very important for the government to formulate and implement the corresponding emission ...
Neural Networks, Computer Carbon Dioxide Climate Change China Forecasting
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