AIMC Topic: Forecasting

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Predictive modeling of air quality in the Tehran megacity via deep learning techniques.

Scientific reports Jan 8, 2025
Air pollution is a significant challenge in metropolitan areas, where increasing amounts of air pollutants threaten public health and environmental safety. The present study aims to forecast the concentrations of various air pollutants, including CO,...
Neural Networks, Computer Particulate Matter Forecasting Iran Environmental Monitoring Deep Learning Air Pollutants Air Pollution Cities
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Enhancing door-to-door waste collection forecasting through ML.

Waste management (New York, N.Y.) Jan 7, 2025
We explore the application of machine learning (ML) techniques to forecast door-to-door waste collection, addressing the challenges in municipal solid waste (MSW) management. ML models offer a promising solution to optimize waste collection operation...
Cities Italy Waste Management Refuse Disposal Solid Waste Machine Learning Forecasting
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Novel deep neural network architecture fusion to simultaneously predict short-term and long-term energy consumption.

PloS one Jan 7, 2025
Energy is integral to the socio-economic development of every country. This development leads to a rapid increase in the demand for energy consumption. However, due to the constraints and costs associated with energy generation resources, it has beco...
Energy-Generating Resources Forecasting Humans Deep Learning Neural Networks, Computer
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Energy consumption forecasting for oil and coal in China based on hybrid deep learning.

PloS one Jan 6, 2025
The consumption forecasting of oil and coal can help governments optimize and adjust energy strategies to ensure energy security in China. However, such forecasting is extremely challenging because it is influenced by many complex and uncertain facto...
Petroleum Forecasting Deep Learning Coal Oils China
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Forecasting cardiovascular disease mortality using artificial neural networks in Sindh, Pakistan.

BMC public health Jan 4, 2025
Cardiovascular disease (CVD) is a leading cause of death and disability worldwide, and its incidence and prevalence are increasing in many countries. Modeling of CVD plays a crucial role in understanding the trend of CVD death cases, evaluating the e...
Neural Networks, Computer Forecasting Humans Cardiovascular Diseases Pakistan Female Male
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STI/HIV risk prediction model development-A novel use of public data to forecast STIs/HIV risk for men who have sex with men.

Frontiers in public health Jan 3, 2025
A novel automatic framework is proposed for global sexually transmissible infections (STIs) and HIV risk prediction. Four machine learning methods, namely, Gradient Boosting Machine (GBM), Random Forest (RF), XG Boost, and Ensemble learning GBM-RF-XG...
Adult Sexually Transmitted Diseases Male Sexual and Gender Minorities Risk Assessment Forecasting Humans Risk Factors HIV Infections Machine Learning
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Imagining alternative futures with augmentative and alternative communication: a manifesto.

Medical humanities Jan 2, 2025
This manifesto seeks to challenge dominant narratives about the future of augmentative and alternative communication (AAC). Current predictions are mainly driven by technological developments-technologies usually being developed for different markets...
Disabled Persons Communication Aids for Disabled Brain-Computer Interfaces Imagination Humans Forecasting Communication Artificial Intelligence
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Forecasting O and NO concentrations with spatiotemporally continuous coverage in southeastern China using a Machine learning approach.

Environment international Jan 2, 2025
Ozone (O) is a significant contributor to air pollution and the main constituent ofphotochemical smog that plagues China. Nitrogen dioxide (NO) is a significant air pollutant and a critical trace gas in the Earth's atmosphere. The presence of O and N...
Machine Learning Ozone China Environmental Monitoring Air Pollutants Forecasting Nitrogen Dioxide Air Pollution
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Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms.

PloS one Jan 2, 2025
Solar energy generated from photovoltaic panel is an important energy source that brings many benefits to people and the environment. This is a growing trend globally and plays an increasingly important role in the future of the energy industry. Howe...
Machine Learning Solar Energy Temperature Algorithms Models, Theoretical Forecasting
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A Systematic Review of Features Forecasting Patient Arrival Numbers.

Computers, informatics, nursing : CIN Jan 1, 2025
Adequate nurse staffing is crucial for quality healthcare, necessitating accurate predictions of patient arrival rates. These forecasts can be determined using supervised machine learning methods. Optimization of machine learning methods is largely a...
Forecasting Internet Weather Humans Machine Learning
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