AIMC Topic: Forecasting

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Volatility forecasts of stock index futures in China and the US-A hybrid LSTM approach.

PloS one Jul 28, 2022
This paper is concerned with the unsolved issue of how to accurately predict the financial market volatility. We propose a novel volatility prediction method for stock index futures prediction based on LSTM, PCA, stock indices and relevant futures. I...
Neural Networks, Computer Artificial Intelligence Forecasting Models, Statistical Models, Economic
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Monocular Depth Estimation Using Deep Learning: A Review.

Sensors (Basel, Switzerland) Jul 18, 2022
In current decades, significant advancements in robotics engineering and autonomous vehicles have improved the requirement for precise depth measurements. Depth estimation (DE) is a traditional task in computer vision that can be appropriately predic...
Forecasting Deep Learning Augmented Reality
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Short-Term Demand Forecast of E-Commerce Platform Based on ConvLSTM Network.

Computational intelligence and neuroscience Jul 14, 2022
Based on real sales data, this article constructed LGBM and LSTM sales prediction models to compare and verify the performance of the proposed models. In this article, we forecast the product sales of stores in the future  + 3 days and use MAPE as th...
Neural Networks, Computer Forecasting Time Factors Commerce
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IGBT Fault Prediction Combining Terminal Characteristics and Artificial Intelligence Neural Network.

Computational and mathematical methods in medicine Jul 14, 2022
The insulated gate bipolar transistor (IGBT) is widely utilized in the transportation, power, and energy domains because of its high input impedance and minimal on-voltage drop. IGBTs are frequently used in industrial applications for lengthy periods...
Humans Neural Networks, Computer Artificial Intelligence Forecasting Reproducibility of Results
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Prediction of Retail Price of Sporting Goods Based on LSTM Network.

Computational intelligence and neuroscience Jul 9, 2022
Commodity prices play a unique role as a lever to regulate the economy. Price forecasting is an important part of macrodecision-making and micromanagement. Because there are many factors affecting the price of goods, price prediction has become a dif...
Neural Networks, Computer Algorithms Forecasting Memory, Short-Term
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Construction of a Prediction Model for College Students' Psychological Disorders Based on Decision Systems and Improved Neural Networks.

Computational intelligence and neuroscience Jul 5, 2022
Modeling and prediction of psychological disorders is a hot topic in current research. Neural networks are very important factors in improving the accuracy and precision ratios of the models which are developed for the prediction of the psychological...
Humans Neural Networks, Computer Algorithms Forecasting Mental Disorders Students
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Artificial Intelligence: Present and Future Potential for Solid Organ Transplantation.

Transplant international : official journal of the European Society for Organ Transplantation Jul 4, 2022
Artificial intelligence (AI) refers to computer algorithms used to complete tasks that usually require human intelligence. Typical examples include complex decision-making and- image or speech analysis. AI application in healthcare is rapidly evolvin...
Humans Artificial Intelligence Algorithms Forecasting Organ Transplantation Medical Oncology
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Design of Drug Sales Forecasting Model Using Particle Swarm Optimization Neural Networks Model.

Computational intelligence and neuroscience Jul 4, 2022
The establishment of enterprise target inventory is directly related to the forecast of drug sales volume. Accurate sales forecasting can help businesses not only set accurate target inventory but also avoid inventory backlogs and shortages. In this ...
Neural Networks, Computer Algorithms Forecasting
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Artificial intelligence in clinical applications for lung cancer: diagnosis, treatment and prognosis.

Clinical chemistry and laboratory medicine Jun 30, 2022
Artificial intelligence (AI) is a branch of computer science that includes research in robotics, language recognition, image recognition, natural language processing, and expert systems. AI is poised to change medical practice, and oncology is not an...
Humans Artificial Intelligence Machine Learning Forecasting Prognosis Lung Neoplasms
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VOC-DL: Deep learning prediction model for COVID-19 based on VOC virus variants.

Computer methods and programs in biomedicine Jun 30, 2022
BACKGROUND AND OBJECTIVE: The ever-mutating COVID-19 has infected billions of people worldwide and seriously affected the stability of human society and the world economic development. Therefore, it is essential to make long-term and short-term forec...
Humans Pandemics COVID-19 Forecasting Deep Learning India
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